NTHU - CVLab | Publications

Journal Papers
Local Journal Papers
Conference Papers
Patents
Book Chapters

Journal Papers
1. Text in the Dark: Extremely Low-Light Text Image Enhancement
  - Che-Tsung Lin, Chun Chet Ng, Zhi Qin Tan, Wan Jun Nah, Xinyu Wang, Jie-Long Kew, Po-Hao Hsu, Shang-H
  - Signal Processing: Image Communication, Volume 130, Jan. 2025
2. MovieCORE: COgnitive REasoning in Movies
  - Gueter Josmy Faure, Min-Hung Chen, Jia-Fong Yeh, Ying Cheng, Hung-Ting Su, Shang-Hong Lai, Winston H
  - NeurIPS 2024, Canada. Dec. 2024
3. Multi-Modal Pedestrian Crossing Intention Prediction with Transformer-Based Model
  - Wang, Ting-Wei, Lai, Shang-Hong
  - APSIPA Transactions on Signal and Information Processing, Vol 13, Issue 5, Oct. 2024
4. Cycle-Object Consistency for Image-to-Image Domain Adaptation
  - Che-Tsung Lin, Jie-Long Kew, Chee Seng Chan, Shang-Hong Lai, & Christopher Zach
  - Pattern Recognition, vol. 138, pp. 109416, Jun. 2023
5. RGB-D Face Recognition with Identity-Style Disentanglement and Depth Augmentation
  - Meng-Tzu Chiu, Hsun-Ying Cheng, Chien-Yi Wang, Shang-Hong Lai
  - IEEE Transactions on Biometrics, Behavior, and Identity Science, 1-1, Jan. 2023
6. Y-Net: Learning Domain Robust Feature Representation for ground camera image and large-scale image-based point cloud registration
  - Weiquan Liu, Cheng Wang, Shuting Chen, Xuesheng Bian, Baiqi Lai, Xuelun Shen, Ming Cheng, Shang-Hong
  - Information Sciences Volume 581, pp.655-677, Dec. 2021
7. GAN-Based Day-to-Night Image Style Transfer for Nighttime Vehicle Detection
  - Che-Tsung Lin, Sheng-Wei Huang, Yen-Yi Wu, Shang-Hong Lai
  - IEEE Transactions on Intelligent Transportation System, Vol. 22, pp. 951-963, Jan. 2020
8. Learning to Match Ground Camera Image and UAV 3-D Model-Rendered Image Based on Siamese Network With Attention Mechanism
  - Weiquan Liu, Cheng Wang, Xuesheng Bian, Shuting Chen, Shangshu Yu, Xiuhong Lin, Shang-Hong Lai, Dong
  - IEEE Geoscience and Remote Sensing Letters, Vol. 17, pp. 1608-1612, Sept. 2020
9. Multi-task CNN for restoring corrupted fingerprint images
  - Wei Jing Wong, Shang-Hong Lai
  - Pattern Recognition, Vol.101, pp. 107203, May. 2020
10. Real-time Single-Stage Vehicle Detector Optimized by Multi-Stage Image-based Online Hard Example Mining
  - Che-Tsung Lin, Shu-Ping Chen, Patrisia Sherryl Santoso, Hung-Jin Lin, Shang-Hong Lai
  - IEEE Transactions on Vehicular Technology, Vol.69, pp. 1505-1518, Feb. 2020
11. AE-GAN-Net: Learning Invariant Feature Descriptor to Match Ground Camera Images and a Large-Scale 3D Image-Based Point Cloud for Outdoor Augmented Reality
  - Weiquan Liu, Cheng Wang, Xuesheng Bian, Shuting Chen, Wei Li, Xiuhong Lin, Yongchuan Li, Dongdong We
  - Remote Sens, Vol. 11, pp. 2243
12. Image captioning by incorporating affective concepts learned from both visual and textual components
  - Jufeng Yang, Yan Sun, Jie Liang, Bo Ren, Shang-Hong Lai
  - Neurocomputing, Vol. 328, pp. 56-68, Feb. 2019
13. Relationship between sonography of sternocleidomastoid muscle and cervical passive range of motion in infants with congenital muscular torticollis
  - Chu-HsuLin, Hung-ChihHsu, Yu-Jen Hou, Kai-Hua Chen, Shang-Hong Lai, Wen-Ming Chang
  - Biomedical Journal, Vol.41, pp. 1-7, Jan. 2019
14. Video synthesis from stereo videos with iterative depth refinement.
  - Chen-Hao Wei, Shang-Hong Lai, Chen-Kuo Chiang
  - Journal of Visual Communication and Image Representation, Vol. 47, pp. 48-61, Aug. 2017
15. A multi-attribute sparse coding approach for action recognition from a single unknown viewpoint
  - Te-Feng Su, Chen-Kuo Chiang, Shang-Hong Lai
  - IEEE Transactions on Circuits and Systems for Video Technology, Vol.26, pp. 1476-1489, Aug. 2016
16. Multi-scale energy optimization for object proposal generation
  - Congchao Wang, Jufeng Yang, Kai Wang, Shang-Hong Lai
  - Multimedia Tools and Applications, 2016, Vol.76, pp. 1-19, May 2016
17. A Multi-Attribute Sparse Coding Approach for Action Recognition from A Single Unknown Viewpoint
  - Te-Feng Su; Chen-Kuo Chiang; Shang-Hong Lai
  - IEEE Transactions on Circuits and Systems for Video Technology , Vol.26, pp.1476-1489, Aug. 2016
18. A Joint Learning Approach to Face Detection in Wavelet Compressed Domain
  - Szu-Hao Huang, Shang-Hong Lai
  - Mathematical Problems in Engineering, Vol. 2014, Article ID 548791 ,Mar. 2014
19. A novel gradient attenuation Richardson–Lucy algorithm for image motion deblurring
  - Hao-Liang Yang, Po-Hao Huang, Shang-Hong Lai
  - Signal Processing, Vol. 103, pp. 399–414, Oct. 2014
20. Automatic Facial Expression Exaggeration System with Parallelized Implementation on a Multi-Core Embedded Computing Platform
  - Te-Feng Su, Chih-Hsueh Duan, Shu-Fan Wang, Yu-Tzu Lee, Shang-Hong Lai
  - Journal of Signal Processing Systems, Vol. 75, pp. 155-168, May. 2014
21. Guest editorial: Advances in 3D video processing
  - Shang-Hong Lai, Gene Cheung, Dinei Florencio, Peter Eisert, Yo-Sung Ho
  - Journal of Visual Communication and Image Representation, Vol. 25, pp. 597–598, May. 2014
22. Spatio-Temporally Consistent View Synthesis from Video-Plus-Depth Data with Global Optimization
  - Hsiao-An Hsu, Chen-Kuo Chiang, Shang-Hong Lai
  - IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol.24, pp. 74-84, Jan. 2014
23. Automatic Distortion Correction of Endoscopic Images Captured With Wide-Angle Zoom Lens
  - Tung-Ying Lee, Tzu-Shan Chang, Chen-Hao Wei, Shang-Hong Lai, Kai-Che Liu, Hurng-Sheng Wu
  - IEEE Transactions on Biomedical Engineering (TBME), Vol.60, no.9, pp.2603-2613, Sep. 2013
24. Face Verification With Local Sparse Representation
  - Chih-Hsueh Duan, Chen-Kuo Chiang, Shang-Hong Lai
  - IEEE SIGNAL PROCESSING LETTERS, Vol. 20, No. 2, pp. 177-180, Feb. 2013
25. Learning Component-Level Sparse Representation for Image and Video Categorization
  - Chen-Kuo Chiang, Chao-Hsien Liu, Chih-Hsueh Duan, Shang-Hong Lai
  - IEEE Transactions on Image Processing (TIP),Vol. 22, No. 12, pp. 4475-4787, Dec. 2013
26. Learning spatial weighting for facial expression analysis via constrained quadratic programming
  - Chia-Te Liao, Hui-Ju Chuang, Chih-Hsueh Duan, Shang-Hong Lai
  - Pattern Recognition, Vol. 46, No. 11, pp. 3103-3116, Nov. 2013
27. A Flexible PCB Inspection System Based on Statistical Learning
  - Chia-Te Liao, Wen-Hao Lee, Shang-Hong Lai
  - Journal of Signal Processing Systems, Vol. 67, Issue 3, pp. 279-290, June 2012
28. Parallelization of belief propagation on cell processors for stereo vision
  - Kun-Yuan Hsieh, Chi-Hua Lai, Shang-Hong Lai, Jenq Kuen Lee
  - ACM Transactions on Embedded Computing Systems (TECS), Vol. 11S, Issue 1, Article No. 13, June 2012
29. Robust kernel-based learning for image-related problems
  - Chia-Te Liao, Shang-Hong Lai
  - Image Processing, IET, Vol. 6, Issue 6, pp. 795 - 803, Oct. 2012
30. A learning-based contrarian trading strategy via a dual-classifier model
  - Szu-Hao Huang, Shang-Hong Lai, Shih-Hsien Tai
  - ACM Transactions on Intelligent Systems and Technology (TIST), Vol.2 , Issue 3, Article No. 20, Api. 2011
31. A novel robust kernel for visual learning problems
  - Chia-Te Liao, Shang-Hong Lai
  - Neurocomputing, Vol. 74, No. 5, pp. 708-719, Feb. 2011
32. An Orientation Inference Framework for Surface Reconstruction from Unorganized Point Clouds
  - Yi-Ling Chen; Shang-Hong Lai
  - IEEE Transactions on Image Processing, Vol. 20, Issue 3, pp.762-775, Mar. 2011
33. Bipartite Polar Classification for Surface Reconstruction
  - Yi-Ling Chen, Tung-Ying Lee, Bing-Yu Chen, Shang-Hong Lai
  - Computer Graphics Forum, Vol. 30, no. 7, pp. 2003-2010, Sep. 2011
34. Compressibility-Aware Media Retargeting with Structure Preserving
  - Shu-Fan Wang, Shang-Hong Lai
  - IEEE Transactions on Image Processing, Vol. 20, No. 3, pp. 855-865, Mar. 2011
35. Fast H.264 Encoding Based On Statistical Learning
  - Chen-Kuo Chiang, Wei-Hau Pan, Chiuan Hwang, Shin-Shan Zhuang, Shang-Hong Lai
  - IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 21, Issue 9, pp.1304-1315, Sep. 2011.
36. Reconstructing 3D Face Model with Associated Expression Deformation from a Single Face Image via Constructing a Low-Dimensional Expression Deformation Manifold
  - Shu-Fan Wang, Shang-Hong Lai
  - IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 33, No. 10, pp.2115-2121, Oct. 2011
37. Spatio-temporally consistent novel view synthesis algorithm from video-plus-depth sequences for autostereoscopic displays
  - Chia-Ming Cheng, Shu-Jyuan Lin, Shang-Hong Lai
  - IEEE Transactions on Broadcasting, Vol. 57, No. 2, pp. 523-532, June 2011
38. An optical flow based approach to robust face recognition under expression variations
  - Chao-Kuei Hsieh, Shang-Hong Lai, Yung-Chang Chen
  - IEEE Transactions on Image Processing, Vol. 19, No. 1, pp. 233-240, Jan. 2010
39. Binary Orientation Trees for Volume and Surface Reconstruction from Unoriented Point Clouds
  - Yi-Ling Chen, Bing-Yu Chen, Shang-Hong Lai, Tomoyuki Nishita
  - Computer Graphics Forum, Vol.29, No. 7, pp. 2011-2019, Sep. 2010
40. Manifold-Based 3D Face Caricature Generation with Individualized Facial Feature Extraction
  - S.-F. Wang, Shang-Hong Lai
  - Computer Graphics Forum, Vol.29, No. 7, pp. 2161-2168, Sep. 2010.
41. A consensus sampling technique for fast and robust model fitting
  - Chia-Ming Cheng, Shang-Hong Lai
  - Pattern Recognition, Vol. 42, No. 7, pp. 1318-1329, July 2009
42. Creating MPU Implicit Surfaces from Unoriented Point Sets with Orientation Inference
  - Yi-Ling Chen, Shang-Hong Lai
  - Visual Computer: International Journal of Computer Graphics, Vol. 25, Issue 5-7, pp.391-399, Apr. 2009
43. Expression-invariant face recognition with constrained optical flow warping
  - Chao-Kuei Hsieh, Shang-Hong Lai, Yung-Chang Chen
  - IEEE Trans. on Multimedia, Vol. 11, No. 4, pp. 600-610, June 2009
44. Fast JND-Based Video Carving with GPU Acceleration for Real-Time Video Retargeting
  - Chen-Kuo Chiang; Shu-Fan Wang; Yi-Ling Chen; Shang-Hong Lai
  - IEEE Transactions on Circuits and Systems for Video Technology, Vol. 19, No. 11, pp. 1588-1597, Nov. 2009
45. Learning-based vertebra detection and iterative normalized-cut segmentation for spinal MRI
  - Szu-Hao Huang, Yi-Hong Chu, Shang-Hong Lai, Carol L. Novak
  - IEEE Trans. Medical Imaging, Vol. 28, No. 10, pp. 1595-1605, Oct. 2009
46. Fast optimal motion estimation based on gradient-based adaptive multilevel successive elimination
  - Shao-Wei Liu, Shou-Der Wei, Shang-Hong Lai
  - IEEE Transactions Circuits and Systems for Video Technology, Vol. 18, No. 2, pp. 263-267, Feb. 2008
47. Fast template matching based on normalized cross correlation with adaptive multilevel winner update
  - Shou-Der Wei, Shang-Hong La
  - IEEE Trans. on Image Processing, Vol. 17, No. 11, pp. 2227-2235, Nov. 2008
48. Image-Based Three-Dimensional Model Reconstruction for Chinese Treasure - Jadeite Cabbage with Insects
  - Chia-Ming Cheng, Shu-Fan Wang, Chin-Hung Teng, Shang-Hong Lai
  - Computer and Graphics (C&G), Vol. 32, No. 6, pp. 682-694, Dec. 2008
49. Reconstructing 3D Shape, Albedo and Illumination from a Single Face Image
  - S.-F. Wang and Shang-Hong Lai
  - Computer Graphics Forum, Vol.27, No. 7, pp. 1729-1736, Oct. 2008
50. Fast Multi-Reference Motion Estimation via Enhanced Downhill Simplex Search
  - Chen-Kuo Chiang, Hwai-Chung Fei, Shang-Hong Lai
  - Journal of VLSI Signal Processing Systems, vol. 46, Issue 2-3, pp. 75-86, Mar. 2007
51. Hybrid image matching combining Hausdorff distance with normalized gradient matching
  - Chyuan-Huei Thomas Yang, Shang-Hong Lai, Long-Wen Chang
  - Pattern Recognition, Vol. 40, No. 4, pp. 1173-1181, Apr. 2007
52. Robust fundamental matrix estimation with accurate outlier detection
  - Jing-Fu Huang, Shang-Hong Lai and Chia-Ming Cheng
  - Journal of Information Science and Engineering, Vol. 23, No. 4, pp. 1213-1227, July. 2007
53. Speech-Driven Mouth Animation Based on Support Vector Regression
  - Chia-Te Liao, Yu-Kung Wu, Shang-Hong Lai
  - International Journal of Electronic Business Management, Vol. 5, No. 1, pp. 19-25, Jan. 2007
54. A robust real-time video stabilization algorithm
  - Hung-Chang Chang, Shang-Hong Lai, Kuang-Rong Lu
  - Journal of Visual Communication and Image Representation, Vol. 17, No. 3, pp. 659-673, June 2006
55. Improved adaboost-based image retrieval with relevance feedback via paired feature learning
  - Szu-Hao Huang, Qi-Jiunn Wu, Shang-Hong Lai
  - ACM Multimedia Systems Journal, Vol. 12, No. 1, pp. 14-26, Aug. 2006
56. Robust and efficient image alignment based on relative gradient matching
  - Shou-Der Wei, Shang-Hong Lai
  - IEEE Transactions on Image Processing, Vol. 15, No. 10, pp. 2936 – 2943, Oct. 2006
57. Accurate optical flow computation under non-uniform brightness variations
  - Chin-Hung Teng, Shang-Hong Lai, Yung-Sheng Chen, Wen-Hsing Hsu
  - Computer Vision and Image Understanding, Vol. 97, No. 3, pp. 315-346, Mar. 2005
58. An adaptive window width/center adjustment system with online training capabilities for MR images
  - Shang-Hong Lai, Ming Fang
  - Artificial Intelligence in Medicine, Vol. 33, No. 1, pp. 89-101, Jan. 2005
59. Computation of optical flow under non-uniform brightness variations
  - Shang-Hong Lai
  - Pattern Recognition Letters, Vol. 25, pp.885-892, June. 2004
60. A dual image approach for bias field correction in magnetic resonance imaging
  - Shang-Hong Lai, Ming Fang
  - Magnetic Resonance Imaging, Vol. 21, pp. 121 - 125, Feb. 2003
61. A hybrid image alignment system for fast and precise pattern localization
  - Shang-Hong Lai, Ming Fang
  - Real-Time Imaging, Vol. 8, Issue 1, pp. 23-33, Feb. 2002
62. Novel illumination compensation algorithm for industrial inspection
  - Shang-Hong Lai, Ming Fang
  - Journal of Electronic Imaging, Vol. 10, No. 1, pp. 359-366, Jan. 2001
63. A hierarchical neural network algorithm for robust and automatic windowing of MR images
  - Shang-Hong Lai, Ming Fang
  - Artificial Intelligence in Medicine, Vol. 19, Issue 2, pp. 97-119, June 2000
64. Robust image alignment under partial occlusion and spatially varying illumination change
  - Shang-Hong Lai
  - Computer Vision and Image Understanding, Vol. 78, pp. 84-98, Apr. 2000
65. A new variational shape-from-orientation approach to correcting intensity inhomogeneities in MR images
  - Shang-Hong Lai, Ming Fang
  - Medical Image Analysis, Vol. 3, No. 4, pp. 409-424, Dec. 1999
66. A novel local PCA based method for detecting activation signals in MRI
  - Shang-Hong Lai, Ming Fang
  - Magnetic Resonance Imaging, Vol. 17, No. 6, pp. 827-836, July. 1999
67. An accurate and fast pattern localization algorithm for automated visual inspection
  - Shang-Hong Lai, Ming Fang
  - Real-Time Imaging, Vol. 5, Issue 1, pp. 3-14, Feb. 1999
68. Efficient hybrid search algorithm for visual reconstruction problems
  - Shang-Hong Lai, Baba C. Vemuri
  - Image and Vision Computing, Vol. 17, Issue 1, pp.37-49, Jan. 1999
69. Generalized capacitance matrix theorems and algorithm for solving linear systems
  - Shang-Hong Lai, Baba C. Vemuri
  - SIAM Journal on Scientific Computing, Vol. 19, No. 3, pp. 1024-1045, May 1998
70. Robust and efficient computation of optical flow
  - Shang-Hong Lai, B.C. Vemuri
  - International Journal of Computer Vision, Vol. 29, No. 2, pp. 87-105, Aug. 1998
71. A fast Gibbs sampler for synthesizing constrained fractals
  - B.C. Vemuri, C. Mandal, Shang-Hong Lai
  - IEEE Transactions on Visualization and Computer Graphics, Vol. 3, No. 4, pp. 337-351, Oct.-Dec. 1997
72. Fast algorithms for fitting multiresolution hybrid shape models to brain MRI
  - Baba C. Vemuri, Yanlin Guo, Christiana M. Leonard, Shang-Hong Lai
  - Medical Image Analysis, Vol. 1, No. 4, pp.343-362, Sept. 1997
73. Physically-based adaptive preconditioners for early vision
  - Shang-Hong Lai, B.C. Vemuri
  - IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 6, pp. 594-697, June. 1997
74. Sherman-Morrison-Woodbury formula-based algorithms for the surfaces smoothing problem
  - Shang-Hong Lai, B.C. Vemuri
  - Linear Algebra and Its Applications, Vol. 265, pp. 203-229, Nov. 1997
75. A generalized depth estimation algorithm with a single image
  - Shang-Hong Lai, Chang-Wu Fu, Shyang Chang
  - IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 14, No. 4, pp. 405-411, April, 1992
76. Motion parameter estimation in three-dimensional dynamic scenes: a Hadamard transform approach
  - Chang-Wu Fu, Shang-Hong Lai, Shyang Chang
  - Journal of Information Science and Engineering, Vol. 8, No. 3, pp. 321-342, Sep. 1992
77. Estimation of three-dimensional motion parameters via Hadamard transform
  - Shang-Hong Lai, Shyang Chang
  - Pattern Recognition Letters, Vol.8, Issue 5, pp.341–345, Dec. 1988
Local Journal Papers
1. Person Identification under Multi-View Video Surveillance Environments
  - C.-T. Liao, S.-F. Wang, T.-Y. Lin, S.-H. Lai, and W.-H. Wang
  - Image and Recognition, Vol. 15 No. 2, 2009. (invited)
2. Combining foreground extraction and human detection for video surveillance
  - H.-C. Zeng S. Huang and S.-H. Lai
  - Image and Recognition, Vol. 13, No. 1, 2007. (invited)
3. Recent advances in automatic PCB inspection
  - C.-C. Kuo, S.-H. Lai, S. Y.-C. Yeh, D.-K. Liu, T. Ku
  - Image and Recognition, Vol. 10, No. 2, 2004. (invited)
4. Video shot segmentation: a survey
  - S.-H. Lai and W.-K. Li
  - Image and Recognition, Vol. 8, No. 1, 2002. (invited)
5. 3D face model reconstruction from an image sequence
  - C.-M. Cheng and S.-H. Lai
  - Image and Recognition, Vol. 7, No. 1, 2001 (invited)
Conference Papers
1. Domain Adaptation for Machinery Fault Diagnosis Based on Critic Classifier GAN
  - Tso-Sung Hung, Shang-Hong Lai
  - Pattern Recognition (ICPR 2024), pp 350–365, Dec. 2024
2. FIQA-FAS: Face Image Quality Assessment Based Face Anti-Spoofing
  - Ya-Chi Liang, Min-Xuan Qiu, Shang-Hong Lai
  - CVPR Workshops 2024: 1462-1470, Seattle, USA, June. 2024
3. HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics
  - Gueter Josmy Faure, Jia-Fong Yeh, Min-Hung Chen, Hung-Ting Su, Winston H. Hsu, Shang-Hong La
  - ECCV'24 EVAL-FoMoWorkshop, Aug. 2024
4. SQUAD: Scalar Quantized representation learning for Unsupervised Anomaly Detection and localization
  - Ting-Wei Wang, Shang-Hong Lai
  - ECCV Workshop
5. TAB: Text-Align Anomaly Backbone Model for Industrial Inspection Tasks
  - Ho-Weng Lee, Shang-Hong Lai
  - CVPR Workshops 2024: 3921-3929, Seattle, USA, June. 2024
6. A Closer Look at Geometric Temporal Dynamics for Face Anti-Spoofing
  - Chih-Jung Chang, Yaw-Chern Lee, Shih-Hsuan Yao, Min-Hung Chen, Chien-Yi Wang, Shang-Hong Lai, Trista
  - CVPR Workshops 2023, Canada, June. 2023
7. Boosting Unsupervised Domain Adaptation for 3D Object Detection in Point Clouds with 2D Image Semantic Information
  - Chun-Chieh Ku, Tsung-Yu Chen, Shang-Hong Lai
  - CASE 2023, Auckland, New Zealand, Aug. 2023
8. Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side Meta Triplet Loss.
  - Chu-Chun Chuang, Chien-Yi Wang, Shang-Hong Lai
  - The IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), Waikoloa Beach, HI, USA, pp.1-8, Jan. 2023
9. Holistic Interaction Transformer Network for Action Detection.
  - Gueter Josmy Faure, Min-Hung Chen, Shang-Hong Lai
  - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, pp.3329-3339, Jan. 2023
10. Interaction-Aware Prompting for Zero-Shot Spatio-Temporal Action Detection
  - Wei-Jhe Huang, Jheng-Hsien Yeh, Min-Hung Chen, Gueter Josmy Faure, Shang-Hong Lai
  - ICCV (Workshops) 2023, Paris, Oct 2023
11. KFC: Kinship Verification with Fair Contrastive loss and Multi-Task Learning
  - Jia Luo Peng, Keng Wei Chang, Shang-Hong Lai
  - BMVC 2023
12. Kinship Representation Learning with Face Componential Relation
  - Wen-Tai Su, Min-Hung Chen, Chien-Yi Wang, Shang-Hong Lai, Trista Pei-Chun Chen
  - ICCV (Workshops) 2023, Paris, Oct 2023
13. Masked Attention ConvNeXt Unet with Multi-Synthesis Dynamic Weighting for Anomaly Detection and Localization
  - Shih Chih Lin, Ho-Weng Lee, Yu-Shuan Hsieh, Cheng Yu Ho, Shang-Hong Lai
  - BMVC 2023
14. MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition
  - Fu-En Wang, Chien-Yi Wang, Min Sun, Shang-Hong Lai
  - AAAI Conference on Artificial Intelligence 2023
15. Pedestrian Crossing Intention Prediction with Multi-Modal Transformer-Based Model.
  - Ting Wei Wang, Shang-Hong Lai
  - APSIPA ASC 2023,Taipei, Taiwan, Oct. 2023
16. ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking
  - Cheng-Che Cheng, Min-Xuan Qiu, Chen-Kuo Chiang, Shang-Hong Lai
  - ICCV 2023: 10017-10026, Paris, Oct 2023
17. Rethinking Long-Tailed Visual Recognition with Dynamic Probability Smoothing and Frequency Weighted Focusing
  - Wan Jun Nah, Chun Chet Ng, Che-Tsung Lin, Yeong Khang Lee, Jie Long Kew, Zhi Qin Tan, Chee Seng Chan
  - IEEE International Conference on Image Processing, Oct 2023.
18. Robust Multi-Object Tracking with Spatial Uncertainty
  - Pin-Jie Liao, Yu-Cheng Huang, Chen-Kuo Chiang, Shang-Hong Lai
  - ICASSP, June. 2023
19. Self-supervised Normalizing Flow for Image Anomaly Detection and Localization
  - Li-Ling Chiu, Shang-Hong Lai
  - CVPR Workshop on VAND, June. 2023
20. CyEDA: Cycle-object Edge Consistency Domain Adaptation
  - Jing Chong Beh, Kam Woh Ng, Jie Long Kew, Che-Tsung Lin, Chee Seng Chan , Shang-Hong Lai, Christophe
  - IEEE International Conference on Image Processing (ICIP) Bordeaux, France, pp16-19, Oct. 2022
21. Disentangled Representation With Dual-Stage Feature Learning for Face Anti-Spoofing
  - Yu-Chun Wang, Chien-Yi Wang, Shang-Hong Lai
  - IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, pp. 1234-1243, Jan. 2022
22. Extremely Low-light Image Enhancement with Scene Text Restoration
  - Po-Hao Hsu, Che-Tsung Lin, Chun Chet Ng, Jie-Long Kew, Mei Yih Tan, Shang-Hong Lai, Chee Seng Chan,
  - The 26th International Conference on Pattern Recognition (ICPR), Montreal, Canada, pp.317-323, Aug. 2022
23. FedFR: Joint optimization federated framework for generic and personalized face recognition
  - Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai
  - AAAI Conference on Artificial Intelligence 36 (2), pp.1656-1664 June. 2022
24. Learning Monocular 3D Human Pose Estimation With Skeletal Interpolation
  - Ziyi Chen, Akihiro Sugimoto, Shang-Hong Lai
  - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, pp.4218-4222, May. 2022
25. Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation
  - Wenbin Zhu, Chien-Yi Wang, Kuan-Lun Tseng, Shang-Hong Lai, Baoyuan Wang
  - IEEE/CVF Conference on Computer Vision and Pattern Recognition, New Orleans, LA, USA, pp. 20301-20310, June. 2022
26. Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation
  - Chin-Chia Tsai, Tsung-Hsuan Wu, Shang-Hong Lai
  - IEEE Workshop on Applications of Computer Vision (WACV), Waikoloa, USA, pp. 3992-4000, Jan. 2022
27. PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition
  - Chien-Yi Wang, Yu-Ding Lu, Shang-Ta Yang, Shang-Hong Lai
  - IEEE/CVF Conference on Computer Vision and Pattern Recognition, New Orleans, LA, USA, pp. 20281-20290, June. 2022
28. Siamese U-Net for Image Anomaly Detection and Segmentation with Contrastive Learning.
  - Chia Ying Lin, Shang-Hong Lai
  - The 33rd British Machine Vision Conference, pp. 752, 2022
29. Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval
  - Kuan-Hsun Wang, Chia-Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai
  - The 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 5360-5367, Jan. 2021
30. Confidence-Aware anomaly detection in human actions
  - Tsung Hsuan Wu, Chun Lung Yang, Li Ling Chiu, Ting Wei Wang, Gueter Josmy Faure, Shang-Hong Lai
  - Asian Conference on Pattern Recognition (ACPR), Jeju Island, South Korea, pp. 240-254, Nov. 2021
31. High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network
  - Meng-Tzu Chiu, Hsun-Ying Cheng, Chien-Yi Wang, Shang-Hong Lai
  - IEEE conference on Automatic Face and Gesture Recognition (FG), Jodhpur, India, pp.1-8, Dec. 2021
32. Moving-Object-Aware Anomaly Detection in Surveillance Videos
  - Chun-Lung Yang, Tsung-Hsuan Wu, Shang-Hong Lai
  - The 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Washington, DC, USA, pp. 1-8, Nov. 2021
33. Stylized-Colorization for Line Arts
  - Tzu-Ting Fang, Minh Duc Vo, Akihiro Sugimoto, Shang-Hong Lai
  - The 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 2033-2040, Jan. 2021
34. 3D Object Detection from Consecutive Monocular Images
  - Chia-Chun Cheng, Shang-Hong Lai
  - Asian Conference on Computer Vision (ACCV), Kyoto, Japan, (1) pp.453-468, Feb. 2020
35. ByeGlassesGAN: Identity Preserving Eyeglasses Removal for Face Images
  - Yu-Hui Lee, Shang-Hong Lai
  - European Conference on Computer Vision (ECCV),Glasgow, UK, (29) pp.243-258, Aug. 2020
36. Learning to Match 2D Images and 3D LiDAR Point Clouds for Outdoor Augmented Reality
  - Weiquan Liu, Baiqi Lai, Cheng Wang, Xuesheng Bian, Wentao Yang, Yan Xia, Xiuhong Lin, Shang-Hong Lai
  - IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), Atlanta, GA, USA, pp. 655-656, Mar. 2020
37. Multimodal Structure-Consistent Image-to-Image Translation
  - Che-Tsung Lin, Yen-Yi Wu, Po-Hao Hsu, & Shang-Hong Lai
  - Association for the Advancement of Artificial Intelligence Conference on Artificial Intelligence (AAAI), Vol. 34 No. 07, Apr. 2020
38. Unified Representation Learning for Cross Model Compatibility
  - Chien-Yi Wang, Ya-Liang Chang, Shang-Ta Yang, Dong Chen, Shang-Hong Lai
  - The British Machine Vision Conference (BMVC), 2020
39. Audio Tempo Estimation Method Improved by Rhythm Pattern and Data Augmentation
  - Fu-Hai Frank Wu, Shang-Hong Lai
  - 6th International Conference on Control, Decision and Information Technologies (CoDIT), Paris, France, pp. 779-784, Apr. 2019
40. Automatic Generation of Photorealistic Training Data for Detection of Industrial Components
  - Yu-Hui Lee, Chu-Chun Chuang, Shang-Hong Lai, Zih-Jian Jhang
  - IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, pp. 2751-2755, Sep. 2019
41. DeepRoom: 3D Room Layout and Camera Pose Estimation from a Single Image
  - Hung Jin Lin and Shang-Hong Lai
  - Asian Conference on Pattern Recognition, Auckland, New Zealand, Nov. 2019
42. Ground Camera Images and UAV 3D Model Registration for Outdoor Augmented Reality
  - W. Liu, C. Wang, Y. Zang, SH Lai, D. Weng, X. Sian, X. Lin, X. Shen, J. Li
  - 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), Osaka, Japan, pp. 1050-1051, Mar. 2019
43. Group Activity Recognition via Computing Human Pose Motion History and Collective Map from Video
  - Hsing-Yu Chen and Shang-Hong Lai
  - Asian Conference on Pattern Recognition, Auckland, New Zealand, pp 705–718, Nov. 2019
44. i-Siam: Improving Siamese Tracker with Distractors Suppression and Long-Term Strategies
  - Wei Ren Tan and Shang-Hong Lai
  - IEEE International Conference on Computer Vision (ICCV) Workshops, Seoul, Korea, pp. 55-63, Oct. 2019
45. Object Detection in Curved Space for 360-Degree Camera
  - Kuan-Hsun Wang and Shang-Hong Lai
  - IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), Brighton, UK, pp.3642-3646, May. 2019
46. A Compact Deep Learning Model for Robust Facial Expression Recognition
  - Chieh-Ming Kuo, Shang-Hong Lai and Michel Sarkis
  - CVPR Workshop2018, pp. 2121-2129, June 2018
47. AugGAN: Cross Domain Adaptation with GAN-based Data Augmentation
  - Sheng-Wei Huang*, Che-Tsung Lin*, Shu-Ping Chen, Yen-Yi Wu, Po-Hao Hsu, & Shang-Hong Lai
  - European Conference on Computer Vision (ECCV), Munich, Germany, (9) pp.731-744, Sep. 2018
48. Emotion-Preserving Representation Learning via Generative Adversarial Network for Multi-view Facial Expression Recognition
  - Ying-Hsiu Lai and Shang-Hong Lai
  - The 13th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2018), Xi'an, China, pp.263-270, May. 2018
49. Human Action Recognition Based on Temporal Pose CNN and Multi-dimensional Fusion
  - Yi Huang, Shang-Hong Lai, Shao-Heng Tai
  - European Conference on Computer Vision(ECCV) Workshops, Munich, Germany, pp. 426–440, Sep. 2018
50. Indoor Scene Layout Estimation from a Single Image
  - Hung-Jin Lin, Sheng-Wei Huang, Shang-Hong Lai, Chen-Kuo Chiang
  - International Conference on Pattern Recognition (ICPR), Beijing, China, pp. 842-847, Aug. 2018
51. Non-native Language Reading Support with Display of Machine Translation Based on Eye-Tracking and Sentence-Level Mapping
  - Tien-Yu Ho, Hao-Chuan Wang and Shong-Hong Lai
  - Chinese CHI, pp.57–63, April 2018
52. SegmentedFusion: 3D Human Body Reconstruction Using Stitched Bounding Boxes
  - Shih-Hsuan Yao, Diego Thomas, Akihiro Sugimoto, Shang-Hong Lai, Rin-ichiro Taniguchi
  - International Conference on 3D Vision (3DV), Verona, Italy, pp. 190-198, Sept. 2018
53. A Deep Learning Approach to Appearance-Based Gaze Estimation under Head Pose Variations
  - Hsin-Pei Sun, Cheng-Hsun Yang and Shang-Hong Lai
  - Asian Conference on Pattern Recognition(ACPR), Nanjing, China, pp. 935-940, Nov. 2017
54. A deep learning approach towards pore extraction for high-resolution fingerprint recognition
  - Hong-Ren Su, Kuang-Yu Chen, Wei Jing Wong, Shang-Hong Lai
  - International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, USA, pp. 2057-2061, Mar. 2017
55. Deep Neural Networks for Accurate Iris Recognition
  - Yuzheng Xu,Tzu-Chan Chuang, Shang-Hong Lai
  - Asian Conference on Pattern Recognition, Nanjing, China, pp. 664-669, Nov. 2017
56. Edge-Preserving Disparity Map Estimation from Stereo Videos for Bokeh Synthesis
  - Wei-Lun Lan, Shih-Hsuan Yao, Shang-Hong Lai
  - IEEE International Conf. on Multimedia and Expo. (ICME), Hong Kong, China, pp. 745-750, July. 2017
57. Fast Vehicle Detector for Autonomous Driving
  - Che-Tsung Lin, Patrisia Sherryl Santoso, Shu-Ping Chen, Hung-Jin Lin and Shang-Hong Lai
  - International Conference of Computer Vision Workshop, Venice, Italy, pp. 222-229, Oct. 2017
58. General Deep Image Completion with Lightweight Conditional Generative Adversarial Networks
  - Ching-Wei Tseng, Hung Jin Lin, Shang-Hong Lai
  - British Machine Vision Conference(BMNC), Sept. 2017
59. Gesture Recognition from Depth Images with Hierarchical Hand Parsing
  - M. Lin and S.-H. Lai
  - Asia-Pacific Workshop on Mixed and Augmented Reality, Beijing, China, July 2017
60. Hierarchical structured dictionary learning for image categorization
  - Tzu-Chan Chuang, Chen-Kuo Chiang, Shang-Hong Lai
  - International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, USA, pp. 1263-1267, Mar. 2017
61. Real-time video stitching
  - Shuo-Han Yeh, Shang-Hong Lai
  - IEEE International Conference on Image Processing(ICIP), Beijing, China, pp. 17-20, Sept. 2017
62. Accurate and robust face recognition from RGB-D images with a deep learning approach
  - Yuan-Cheng Lee, Jiancong Chen, Ching Wei Tseng, Shang-Hong Lai
  - British Machine Vision Conference (BMVC), Sep. 2016
63. Depth image super-resolution via multi-frame registration and deep learning
  - Ching Wei Tseng, Hong-Ren Su, Shang-Hong Lai, JenChi Liu
  - APSIPA Annual Summit and Conference, Jeju, Korea, pp. 1-8, Dec. 2016
64. Driver drowsiness detection via a hierarchical temporal deep belief network
  - Ching-Hua Weng, Ying-Hsiu Lai, Shang-Hong Lai
  - ACCV Workshop on Drowsy Driver Detection from Video, Taipei, Taiwan, (3) pp. 117-133, Nov. 2016
65. Lighting Estimation from a Single Image Containing Multiple Planes
  - Ping-Cheng Kuo, Hsin-Yuan Huang, Shang-Hong Lai
  - ACM Multimedia Systems Conference (MMSys), pp. 23:1-23:9, May, 2016
66. Video stabilization with distortion correction for wide-angle lens dashcam
  - Hsin-Yuan Huang, Shuo-Han Yeh, Che-Tsung Lin, Shang-Hong La
  - APSIPA Annual Summit and Conference, Jeju, Korea, pp. 1-6, Dec. 2016
67. 3D Hand Skeleton Model Estimation from a Depth Image
  - Chin-Yun Fan, Meng-Hsuan Lin, Te-Feng Su, Shang-Hong Lai, Chih-Hsiang Yu
  - International Association for Pattern Recognition on Machine Vision Applications (IAPR MVA2015), Tokyo, Japan, pp. 489-492, May 2015
68. Correcting Radial and Perspective Distortion by Using Face Shape Information
  - Tung-Ying Lee, Tzu-Shan Chang, and Shang-Hong Lai
  - 11Th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, pp.1-8, May. 2015
69. Hierarchical Interpolation-Based Disocclusion Region Recovery for Two-View to N-View Conversion System
  - Wun-Ting Lin, Chen-Ting Yeh, Shang-Hong Lai
  - Pacific-Rim Conference on Multimedia(PCM), Multimedia, Gwangju, South Korea, (2) pp. 642-650, Sep. 2015
70. Non-rigid Registration of Images with Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching
  - Hong-Ren Su, Shang-Hong Lai
  - Computer Vision and Pattern Recognition(CVPR), Boston, MA, USA, pp. 2874-2882, June. 2015
71. Novel Facial Expression Recognition by Combining Action Unit Detection with Sparse Representation Classification
  - Te-Feng Su, Ching-Hua Weng, Shang-Hong Lai
  - COMPSAC Symposium on Human-Machine and Aware Computing, Taichung, Taiwan, pp. 719-725, July. 2015
72. Simultaneous Stereo Rectification and Distortion Correction with Application to DoF Synthesis
  - Chen-Ting Yeh, Tien-Yu Ho, Szu-Hao Huang, Shang-Hong Lai
  - Pacific Conference on Computer Graphics and Applications (PG), pp. 47-52, 2015
73. Sparse Representation Based Approach for RGB-D Hand Gesture Recognition
  - Te-Feng Su, Chin-Yun Fan, Meng-Hsuan Lin, and Shang-Hong Lai,
  - Pacific-Rim Conference on Multimedia, Gwangju, Korea, pp.564-570, Sep. 2015
74. Using Line Consistency to Estimate 3D Indoor Manhattan Scene Layout from a Single Image
  - Hsing-Chun Chang, Szu-Hao Huang, and Shang-Hong Lai,
  - International Conference on Image Processing, Quebec City, Canada, pp. 4723-4727, Sep. 2015
75. 3D Liver Vessel Reconstruction from CT Images
  - Xing-Chen Pan , Hong-Ren Su, Shang-Hong Lai, Kai-Che Liu , Hurng-Sheng Wu
  - 3DV : Dynamic Shape Measurement and Analysis workshop, Tokyo, Japan, pp. 75-81, Dec.2014
76. 3D object detection and pose estimation from depth image for robotic bin picking
  - Hao-Yuan Kuo, Hong-Ren Su, Shang-Hong Lai, Chin-Chia Wu
  - IEEE International Conference on Automation Science and Engineering(IEEE CASE), New Taipei, Taiwan, pp.1264-1269, Aug.2014
77. 3D Reconstruction with Automatic Foreground Segmentation from Multi-View images Acquired from a Mobile Device
  - Ping-Cheng Kuo, Chao-An Chen, Hsing-Chun Chang, Te-Feng Su, Shang-Hong Lai
  - ACCV 2014 Workshops, Singapore, pp. 352-365, Nov. 2014
78. Fast 3D Object Alignment from Depth Image with 3D Fourier Moment Matching on GPU
  - Hong-Ren Su, Hao-Yuan Kuo, Shang-Hong Lai, Chin-Chia Wu
  - International Conference on 3D Vision(3DV), Tokyo, Japan, pp. 179-186, Dec. 2014
79. Integrated Vehicle and Lane Detection with Distance Estimation
  - Yu-Chun Chen, Te-Feng Su, Shang-Hong Lai
  - 3rd International Workshop on Intelligent Mobile and Egocentric Vision (IMEV), Singapore, pp. 473-485, Nov. 2014
80. ONLINE FACIAL EXPRESSION RECOGNITION BASED ON COMBINING TEXTURE AND GEOMETRIC INFORMATION
  - Ching-Hua Weng, Shang-Hong Lai, Michel Sarkis
  - IEEE International Conference on Image Processing (ICIP), Paris, France, pp. 5976-5980, Oct. 2014
81. Efficient vehicle detection with adaptive scan based on perspective geometry
  - Yu-Chun Chen, Te-Feng Su, and Shang-Hong Lai
  - IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, pp. 3321-3325, Sep. 2013
82. Fast Image Alignment with Fourier Moment Matching on GPU
  - Hong-Ren Su, Hao-Yuan Kuo, Shang-Hong Lai, Chin-Chia Wu
  - APSIPA ASC, Kaohsiung, Taiwan, pp. 1-5, Nov. 2013
83. Human Segmentation from Video by Combining Random Walks with Human Shape Prior Adaption
  - Yu-Tzu Lee, Te-Feng Su, Hong-Ren Su, Shang-Hong Lai, Tsung-Chan Lee, Ming-Yu Shih
  - APSIPA ASC, Kaohsiung, Taiwan, pp. 1-4, Nov. 2013
84. Multi-Attribute Sparse Representation with Group Constraints for Face Recognition under Different Variations
  - Chen-Kuo Chiang, Te-Feng Su, Chih Yen, Shang-Hong Lai
  - 10th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2013), Shanghai, China, pp. 1-6, Apr. 2013
85. Multi-Attributed Dictionary Learning for Sparse Coding
  - Chen-Kuo Chiang, Te-Feng Su, Yen Chih and Shang-Hong Lai
  - International Conference on Computer Vision (ICCV), Sydney, Australia, pp. 1137-1144, Dec. 2013
86. Negative-Voting and Class Ranking Based on Local Discriminant Embedding for Image Retrieval
  - Mei-Huei Lin, Chen-Kuo Chiang and Shang-Hong Lai
  - APSIPA ASC, Kaohsiung, Taiwan, pp. 1-8, Nov. 2013
87. Novel 3D Video Conversion from Down-Sampled Stereo Video
  - Wun-Ting Lin, Shang-Hong Lai
  - APSIPA ASC, Kaohsiung, Taiwan, pp. 1-10, Nov. 2013
88. Reconstruction of 3-D vertebra and spinal cord models from CT and STIR-MRI images
  - Chih Yen, Hong-Ren Su, Shang-Hong Lai
  - Asian Conf. on Pattern Recognition, Okinawa, Japan, pp. 150-154, Nov. 2013.
89. Rolling shutter correction for video with large depth of field
  - Yen-Hao Chiao, Tung-Ying Lee, Shang-Hong Lai
  - International Conference on Image Processing (ICIP), Melbourne, Australia, pp. 900-904, Sep. 2013
90. Single Image Super-Resolution Based on Local Self-Similarity
  - Wun-Ting Lin, Shang-Hong Lai
  - Asian Conf. on Pattern Recognition, Okinawa, Japan, pp. 191-195, Nov. 2013
91. 3D Liver Segmentation and Model Reconstruction from CT Images
  - Ya-Yun Cheng, Hsiao-Mei Chang, Hong-Ren Su, Shang-Hong Lai, Kai-Che Liu, Chien-Hua Lin
  - 2012 International Conference on Biomedical Engineering and Biotechnology(iCBEB), Macau, Macao, pp. 654-657, May. 2012
92. 3D Spinal Cord and Nerves Segmentation from STIR-MRI.
  - Chih Yen, Hong-Ren Su, Shang-Hong Lai, Kai-Che Liu, Ruen-Rone Lee
  - Advances in Intelligent Systems and Applications, Hualien, Taiwan, pp. 383–392, Dec. 2012
93. Global Optimization For Spatio-Temporally Consistent View Synthesis
  - Hsiao-An Hsu, Chen-Kuo Chiang, Shang-Hong Lai
  - APSIPA ASC, Hollywood, California, pp. 1-8, Dec. 2012
94. Learning expression kernels for facial expression intensity estimation
  - Chia-Te Liao, Hui-Ju Chuang, Shang-Hong Lai
  - accept to present at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, pp. 2217-2220, Mar. 2012
95. Novel Multi-View Synthesis from a Stereo Image Pair for 3D Display on Mobile Phone
  - Chen-Hao Wei, Chen-Kuo Chiang, Yu-Wei Sun, Mei-Huei Lin, Shang-Hong Lai
  - 2012 ACCV-IMV Workshop, Daejeon, Korea, pp. 568–579, Nov. 2012
96. Parallelized Background Substitution System on a Multi-core Embedded Platform
  - Yutzu Lee, Chen-Kuo Chiang, Te-Feng Su, Yu-Wei Sun, Chi-Bang Kuan, Shang-Hong Lai
  - 2012 41st International Conference on Parallel Processing Workshops, Pittsburgh(ICPP Workshops), PA, USA, pp. 530-537, Sep. 2012
97. Parallelized random walk algorithm for background substitution on a multi-core embedded platform
  - Yutzu Lee, Chen-Kuo Chiang, Yu-Wei Sun, Te-Feng Su, Shang-Hong Lai
  - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, pp. 1621-1624, Mar. 2012
98. Real-Time Correction of Wide-Angle Lens Distortion for Images with GPU Computing
  - Tung-Ying Lee, Chen-Hao Wei, Shang-Hong Lai, and Ruen-Rone Lee
  - In Proceedings of IEEE Asia Pacific Conference on Circuits and Systems (APCCAS 2012), pp. 456-459, Dec. 2012
99. Search Space Reduction in Pedestrian Detection for Driver Assistance System Based on Projective Geometry
  - Karlis Dimza, Te-Feng Su, Shang-Hong Lai
  - International Computer Symposium ICS 2012, Hualien, Taiwan, (2) pp. 269–278, Dec. 2012
100. Single-Shot Person Re-identification Based on Improved Random-Walk Pedestrian Segmentation
  - Yu-Chen Chang, Chen-Kuo Chiang, Shang-Hong Lai
  - IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Tamsui, Taiwan, pp. 1-6, Nov. 2012
101. Texture Feature Analysis of Ultrasonic Images with Wryneck
  - Hsiao-Mei Chang, Ya-Yun Cheng, Hong-Ren Su, Shang-Hong Lai, Chu-Hsu Lin, and Hung-Chih Hsu
  - In Internal Conference on Biomedical Engineering and Biotechnology 2012 (iCBEB 2012), Macau, Macao, May. 2012
102. Accurate depth map estimation from video via MRF optimization
  - Sheng-Po Tseng, Shang-Hong Lai
  - Proc.Visual Communication and Image Processing Conference (VCIP), Tainan, Taiwan, pp. 1-4, Nov. 2011
103. Bipartite Polar Classification for Surface Reconstruction
  - Yi-Ling Chen, Tung-Ying Lee, Bing-Yu Chen, Shang-Hong Lai
  - Pacific Graphics (PG), Kaohsiung, Taiwan, Sep. 2011
104. Blind Image Deblurring with Modified Richardson-Lucy Deconvolution for Ringing Artifact Suppression
  - Hao-Liang Yang, Yen-Hao Chiao, Po-Hao Huang, Shang-Hong Lai
  - 5th Pacific Rim Symposium, PSIVT 2011, Gwangju, Korea, pp. 240-251 Nov. 2011
105. CT-MR image registration in 3D K-Space based on Fourier moment matching
  - Hong-Ren Su, Shang-Hong Lai
  - 5th Pacific Rim Symposium, PSIVT 2011, Gwangju, Korea, (2) pp. 299-310, Nov. 2011
106. Depth estimation from uncalibrated stereo images via hierarchical over-segmentation
  - L.-H. Chin, Y.-L. Chen, Y.-H. Li, J.-J. Hung, S.-H. Lai
  - International Conference on 3D Systems and Applications, Seoul, Korea, June 2011
107. Depth map estimation from multi-view images and videos for 3DTV
  - L.-H. Chin, S.-P. Tseng and S.-H. Lai
  - International Display Manufacturing Conference (IDMC), Taipei, April 2011
108. Detecting Moving Objects from Dynamic Background with Shadow Removal
  - Shih-Chieh Wang, Te-Feng Su, Shang-Hong Lai
  - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, pp. 925-928, May. 2011
109. From co-saliency to co-segmentation: an efficient and fully unsupervised energy minimization model
  - Kai-Yueh Chang, Tyng-Luh Liu, Shang-Hong Lai
  - IEEE Conference on Computer Vision & Pattern Recognition (CVPR), Colorado Spring, Colorado, USA, pp. 2129-2136, June. 2011
110. Fusing Generic Objectness and Visual Saliency for Salient Object Detection
  - Kai-Yueh Chang, Tyng-Luh Liu, Hwann-Tzong Chen, Shang-Hong Lai
  - Proc. International Conference on Computer Vision (ICCV), Bercelona, Spain, pp. 914-921, Nov. 2011
111. Learning Component-Level Sparse Representation Using Histogram Information for Image Classification
  - Chen-Kuo Chiang, Chih-Hsueh Duan, Shang-Hong Lai, Shih-Fu Chang
  - International Conference on Computer Vision (ICCV), Barcelona, Spain, pp. 1519-1526, Nov. 2011
112. Parallelization of a Bokeh application on embedded multicore DSP systems
  - Chi-Bang Kuan, Shao-Chung Wang, Wen-Li Shih, Kun-Hsien Tsai, Shang-Hong La, Jenq Kuen Lee
  - The 9th IEEE Symposium on Embedded Systems for Real-Time Multimedia (ESTImedia), Taipei, Taiwan, pp. 93-101, Oct. 2011
113. Parallelized Face Based RMS System on a Multi-core Embedded Computing Platform
  - Te-Feng Su, Jia-Jhe Li, Chih-Hsueh Duan, Shu-Fan Wang, Shang-Hong Lai
  - ICPP Workshop on Embedded Multicore Systems(ICPP_EMS), Taipei, Taiwan, pp. 199-206, Sept. 2011
114. Pedestrian image segmentation via shape-prior constrained random walks
  - Ke-Chun Li, Hong-Ren Su, Shang-Hong La
  - Pacific-Rim Symposium on Image and Video Technology (PSIVT), (2) pp. 215-226, 2011
115. People Localization in a Camera Network Combining Background Subtraction and Scene-Aware Human Detection
  - Kuo-Tien Lee, Wen-Hsiang Tsai, Hong-Yuan Mark Liao, Tsuhan Chen, Jun-Wei Hsieh, Chien-Cheng Tseng
  - International Multi-Media Modeling Conference (MMM), Taipei, Taiwan, pp. 151-160, Jan. 2011
116. Recovering depth map from video with moving objects
  - Hsiao-Wei Chen, Shang-Hong La
  - Pacific-Rim Symposium on Image and Video Technology (PSIVT), (2) pp. 335-346, Nov. 2011
117. Robust 3D object pose estimation from a single 2D image
  - Chia-Ming Cheng, Hsiao-Wei Chen, Tung-Ying Lee, Shang-Hong Lai, Ya-Hui Tsai:
  - Visual Communication and Image Processing Conference (VCIP), Tainan, Taiwan, pp. 1-4, Nov. 2011
118. Support of software framework for embedded multi-core systems with Android environments
  - Yu-Hao Chang, Chi-Bang Kuan, Cheng-Yen Lin, Te-Feng Su, Chun-Ta Chen, Jyh-Shing Roger Jang, Shang-Ho
  - IEEE Symposium on Embedded Systems for Real-Time Multimedia (ESTImedia), Taipei, Taiwan, pp. 2-8, Oct. 2011
119. Wide Angle Distortion Correction by Hough Transform and Gradient Estimation
  - Tung-Ying Lee, Tzu-Shan Chang, Shang-Hong Lai, Kai-Che Liu, Hurng-Sheng Wu
  - Visual Communication and Image Processing Conference (VCIP), Tainan, Taiwan, pp. 1-4, Nov. 2011
120. A Learning-based system for generating exaggerative caricature from face images with expression
  - Ting-Ting Yang, Shang-Hong Lai
  - IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, TX, USA, pp. 2138-2141, Mar. 2010
121. A novel structure-from-motion strategy for refining depth map estimation and multi-view synthesis in 3DTV
  - Chia-Ming Cheng, Xiao-An Hsu, Shang-Hong Lai
  - IEEE Conf. Multimedia and Expo. (ICME), Singapore, pp. 944-949, June. 2010
122. Accurate Facial Feature Localization on Expressional Face Images Based on a Graphical Model Approach
  - Chia-Te Liao, Chih-Hsueh Duan, Shang-Hong Lai
  - The 2010 Pacific-Rim Conference on Multimedia (PCM), Shanghai, China, pp.672-681, Sept. 2010
123. Binary orientation trees for volume and surface reconstruction from unoriented point clouds
  - Yi-Ling Chen, Bing-Yu Chen, Shang-Hong Lai, Tomoyuki Nishita
  - Pacific Graphics (PG), Hangzhou, China, Sep. 2010
124. Content-Aware Geometry Image Resizing
  - Shu-Fan Wang, Yi-Ling Chen, Chen-Kuo Chiang, Shang-Hong Lai, Bing-Yu Chen, Tomoyuki Nishita
  - Computer Graphics International(CGI), short paper, Singapore, June. 2010
125. Fast H.264 Encoding Based On Statistical Learning
  - Chen-Kuo Chiang, Shang-Hong Lai
  - The 2010 Pacific-Rim Conference on Multimedia (PCM), Shanghai, China, pp. 179-189, Sept. 2010
126. Image Compressibility Assessment and The Application of Structure-Preserving Image Retargeting
  - Shu-Fan Wang, Shang-Hong Lai
  - IEEE International Conference on Multimedia & Expo (ICME), Singapore, pp. 346-351, July. 2010
127. Learning spatial weighting via quadratic programming for facial expression analysis
  - Chia-Te Liao, Hui-Ju Chuang, Chih-Hsueh Duan, Shang-Hong Lai
  - The third IEEE Workshop on CVPR for Human Communicative Behavior Analysis, San Francisco, CA, USA, pp. 86-93, June 2010
128. Manifold-based 3D face caricature generation with individualized facial feature extraction
  - S. F. Wang, Shang-Hong Lai
  - Pacific Graphics (PG), Hangzhou, China, Sep. 2010
129. MRI motion artifact correction based on spectral extrapolation with generalized series
  - Hong-Ren Su, Tung-Ying Lee, Shang-Hong Lai, Ti-chiun Chang
  - IEEE International Conference on Image Processing (ICIP), Hong Kong, pp. 1133-1136, Sep. 2010
130. Over-Segmentation Based Background Modeling and Foreground Detection with Shadow Removal by Using Hierarchical MRFs
  - Te-Feng Su, Yi-Ling Chen, Shang-Hong Lai
  - The Tenth Asian Conference on Computer Vision (ACCV'10), Queenstown, New Zealand, pp. 535-546, Nov. 2010
131. Robust Fourier-Based Image Alignment with Gradient Complex Image
  - Hong-Ren Su, Shang-Hong Lai, Ya-Hui Tsa
  - International Conf. on Pattern Recognition (ICPR), Istanbul, Turkey, pp. 2378-2381, Aug. 2010
132. Temporally Consistent Depth Map Estimation from Stereo Video Sequences
  - C.-M. Cheng, L.-H. Chin, X.-A. Hsu and S.-H. Lai
  - International Conference on 3D Systems and Applications (3DSA), Tokyo, Japan, May 2010.
133. 2D expression-invariant face recognition with constrained optical flow
  - Chao-Kuei Hsieh, Shang-Hong Lai, Yung-Chang Chen
  - International Conf. on Multimedia and Expo. (ICME), New York, USA, pp. 1058-1061, July. 2009
134. A hierarchical image kernel with application to pedestrian identification for video surveillance
  - Chia-Te Liao, Shang-Hong Lai, Wen-Hao Wang
  - IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, pp. 1125-1128, Nov. 2009
135. A Novel Color Context Descriptor and Its Applications
  - Chia-Te Liao, Yu-Lin Wang, Shang-Hong Lai, Chiou-Ting Hsu
  - IEEE International Conference on Multimedia and Expo (ICME), NewYork, USA, pp. 438-441, July. 2009
136. A novel robust kernel for applications to images
  - Chia-Te Liao, Shang-Hong Lai
  - IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, pp.1785-1788, Apr. 2009
137. Compensation of Motion Artifacts in MRI via Graph-Based Optimization
  - Tung-Ying Lee, Hong-Ren Su, Shang-Hong Lai, Ti-chiun Chang
  - IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, USA, pp. 2192-2199, June. 2009
138. Efficient multiple virtual view generation based on reduced depth stereo image for advanced autostereoscopic displays
  - Chia-Ming Cheng, Shu-Jyuan Lin, Shang-Hong Lai, Jenq Kuen Lee
  - International Conf. on Multimedia and Expo. (ICME), New York, USA, pp. 241-244, July. 2009
139. Effieient NCC-based image matching based on novel hierarchical bounds
  - Shou-Der Wei, Wei-Hau Pan, Shang-Hong Lai
  - Pacific-Rim Conference on Multimedia (PCM), Bangkok, Tailand, pp. 807–815, Dec. 2009
140. Face detection directly from H.264 compressed video with convolutional neural network
  - ShinShan Zhuang, Shang-Hong Lai
  - International Conference on Image Processing (ICIP), Cairo, Egypt, pp. 2485-2488, Nov. 2009
141. Fast Multi-Reference Motion Estimation Via Statistical Learning For H.264/AVC
  - Chen-Kuo Chiang, Shang-Hong Lai
  - IEEE International Conference on Multimedia & Expo (ICME), New York, pp. 61-64, June. 2009
142. Fast Structure-Preserving Image Retargeting
  - Shu-Fan Wang, Shang-Hong La
  - IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, pp. 1049-1052, Apr. 2009
143. Geodesic tree-based dynamic programming for fast stereo reconstruction
  - Chin-Hong Sin, Chia-Ming Cheng, Shang-Hong Lai, Shan-Yung Yang
  - IEEE Embedded Computer Vision Workshop, Kyoto, Japan, pp. 801-807, Oct. 2009
144. Image deblurring by deblurring by exploiting inherent bi-level regions
  - Po-Hao Huang, Yu-Mo Lin, Hao-Liang Yang, Shang-Hong La
  - International Conference on Image Processing (ICIP), Cairo, Egypt, pp. 1321-1324, Nov. 2009
145. Image rectification for uncalibrated stereo video with varying camera motions and zooming effects
  - C.-M. Cheng, S.-H. Lai, and S.-H. Su
  - IAPR Conf. on Machine Vision Applications (MVA), Yokohama, Japan, May 2009.
146. Integrated expression-invariant face recognition with constrained optical flow
  - Chao-Kuei Hsieh, Shang-Hong Lai, Yung-Chang Chen
  - Pacific-Rim Symposium on Image and Video Technology (PSIVT), Tokyo, Japan, pp. 702-713, Jan. 2009
147. Learning partially-observed hidden conditional random fields for facial expression recognition
  - Kai-Yueh Chang, Tyng-Luh Liu, Shang-Hong Lai
  - IEEE Conf. on Computer Vision & Pattern Recognition (CVPR), Miami, Florida, USA, pp. 533-540, June. 2009
148. Lung-tissue segmentation for ventilation evaluation in hyperpolarized 3-helium MRI
  - H.-R. Su, K.-C. Li, and S.-H. Lai
  - International Forum on Medical Imaging in Asia (IFMIA), Taipei, Taiwan, Jan. 2009.
149. Robust Surface Reconstruction from Defective Point Clouds by Using Orientation Inference and Volumetric Regularization
  - Yi-Ling Chen, Shang-Hong Lai, Tomoyuki Nishita
  - In Proceedings of Siggraph Asia 2009, Dec. 2009
150. Spatio-temporally consistent multi-view video synthesis for autostereoscopic displays
  - Shu-Jyuan Lin, Chia-Ming Cheng, Shang-Hong Lai
  - Pacific-Rim Conference on Multimedia (PCM), Bangkok, Tailand, pp.532-542, Dec. 2009
151. Surface Simplification by Image Retargeting
  - Shu-Fan Wang, Yi-Ling Chen, Chen-Kuo Chiang, Shang-Hong Lai
  - In Proceedings of Siggraph Asia 2009, Dec. 2009
152. 3D Non-rigid Registration for MPU Implicit Surfaces
  - Tung-Ying Lee, Shang-Hong Lai
  - CVPR'08 Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA), pp. 1-8, June. 2008
153. A hybrid motion estimation approach based on normalized cross correlation for video compression
  - Wei-Hau Pan, Shou-Der Wei, Shang-Hong Lai
  - International Conference on Acoustics, Speech and Signal Processing (ICASSP), Las Vegas, USA, pp. 1037-1040, Apr. 2008
154. A Memory Effective Two-phase Approach for Large Scanned Surface Mesh Simplification
  - Y.-L. Chen and X. Zhang
  - In Proceedings of Shape Modeling International 2008 (SMI'08), New York, June 2008.
155. A novel motion estimation method based on normalized cross correlation for video compression
  - Shou-Der Wei, Wei-Hau Pan, Shang-Hong Lai
  - Multimedia Modeling Conference (MMM), Kyoto, Japan, pp.338-347, Jan. 2008
156. A novel robust kernel for appearance-based learning
  - Chia-Te Liao, Shang-Hong Lai
  - International Conference on Pattern Recognition (ICPR), Tampa, Florida, U.S.A, pp. 1-4, Dec. 2008.
157. A statistical learning approach to vertebra detection and segmentation from spinal MRI
  - Szu-Hao Huang, Shang-Hong Lai, Carol L. Novak
  - IEEE International Symposium on Biomedical Imaging (ISBI), Paris, France, pp.125-128, May 2008.
158. Efficient NCC-based image matching in Walsh-Hadamard domain
  - Wei-Hau Pan, Shou-Der Wei, Shang-Hong Lai
  - European Conference on Computer Vision (ECCV), (3) pp. 468-480, Marseille, France, pp. 468-480, Oct. 2008
159. Estimating 3D Face Model and Facial Deformation from a Single Image Based on Expression Manifold Optimization
  - Shu-Fan Wang, Shang-Hong Lai
  - In Proceedings of European Conference on Computer Vision (ECCV), Marseille, France, pp. 589-602, Oct. 2008.
160. Expressional face image analysis with constrained optical flow
  - Chao-Kuei Hsieh, Shang-Hong Lai, Yung-Chang Chen
  - IEEE Conference on Multimedia and Exposition (ICME), Hannover, Germany, pp. 1553-1556, June. 2008
161. Fast Intermode Decision via Statistical Learning for H.264 Video Coding
  - Wei-Hau Pan, Chen-Kuo Chiang, Shang-Hong Lai
  - International Multi-Media Modeling Conference (MMM), Tokyo, pp. 329-337, Jan. 2008
162. Image deblurring with blur kernel estimation from a reference image patch
  - Po-Hao Huang, Yu-Mo Lin, Shang-Hong Lai
  - International Conf. on Pattern Recognition, Tampa, Florida, USA, pp. 1-4, Dec. 2008
163. Improved novel view synthesis from depth image with large baseline
  - Chia-Ming Cheng, Shu-Jyuan Lin, Shang-Hong Lai, Jinn-Cherng Yang
  - International Conference on Pattern Recognition (ICPR), Tampa, Florida, U.S.A, pp. 1-4, Dec. 2008.
164. Real-time video surveillance based on combining foreground extraction and human detection
  - Hui-Chi Zeng, Szu-Hao Huang, Shang-Hong Lai
  - Multimedia Modeling Conference(MMM), Kyoto, Japan, pp.70-79, Jan. 2008
165. Silhouette-Based Camera Calibration from Sparse Views under Circular Motion
  - Po-Hao Huang, Shang-Hong Lai
  - Computer Vision & Pattern Recognition, Alaska, USA, Jun. 2008
166. Video-Based face Recognition Based on View Synthesis from 3D Face Model Reconstructed from a Single Image
  - Chia-Te Liao, Shufang Wang, Yun-Jen Lu, Shang-Hong Lai
  - IEEE International Conference on Multimedia & Expo (ICME), Hannover, Germany, pp. 1589-1592, June. 2008
167. A Partition-of-Unity Based Algorithm for Implicit Surface Reconstruction Using Belief Propagation
  - Yi-Ling Chen, Shang-Hong Lai
  - Shape Modeling International 2007 (SMI'07), Lyon, France, pp. 147-155, June. 2007
168. A Robust kernel based on robust ρ-function
  - Chia-Te Liao, Shang-Hong Lai
  - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hawaii, HI, USA, pp. 421-424, Apr. 2007
169. Adaptive foreground object extraction for real-time video surveillance with lighting variations
  - Hui-Chi Zeng, Shang-Hong Lai
  - Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hawaii, pp. 1201-1204, Apr. 2007
170. Adaptive Multi-Reference Downhill Simplex Search Based On Spatial-Temporal Motion Smoothness Criterion
  - Wei-Hau Pan, Chen-Kuo Chiang, Shang-Hong Lai
  - IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, HI, USA, pp. 1181-1184, June. 2007
171. Camera Calibration from Silhouettes Under Incomplete Circular Motion with a Constant Interval Angle
  - Po-Hao Huang, Shang-Hong Lai
  - 8th Asian Conf. on Computer Vision, Tokyo, Japan, pp. 106-115, Nov. 2007
172. Efficient intra mode decision via statistical learning
  - Chiuan Hwang, Shang-Hong Lai
  - The 8th Pacific-Rim Conf. on Multimedia, Hong Kong, pp. 148-157, Dec. 2007
173. Efficient intra mode selection using image structure tensor for H.264/AVC
  - Chiuan Hwang, ShinShan Zhuang, Shang-Hong Lai
  - IEEE International Conference on Image Processing, San Antonio, USA, pp. 289-292, Sep. 2007
174. Efficient normalized cross correlation based on adaptive multilevel successive elimination
  - Shou-Der Wei, Shang-Hong Lai
  - Asian Conference on Computer Vision (ACCV), Tokyo, Japan, pp. 638-646, Nov. 2007
175. Expression-invariant face recognition with accurate optical flow
  - Chao-Kuei Hsieh, Shang-Hong Lai, Yung-Chang Chen
  - Pacific-Rim Conf. on Multimedia, Hong Kong, pp. 78-87, Dec. 2007
176. Fast normalized cross correlation based on adaptive multilevel winner update
  - Shou-Der Wei, Shang-Hong Lai
  - Advances in Multimedia Information Processing – PCM 2007 Lecture Notes in Computer Science, Heidelberg, Berlin, pp 413-416, Dec. 2007
177. Fast template matching by applying winner-update on Walsh-Hadamard domain
  - Shou-Der Wei, Shao-Wei Liu, Shang-Hong Lai
  - 2007 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '07), Honolulu, HI, USA, pp 1029-1032, Apr. 2007
178. Generalized MPU Implicits by Using Belief Propagation
  - Yi-Ling Chen, Shang-Hong Lai, Tung-Ying Lee
  - The 6th International Conference on 3-D Digital Imaging and Modeling (3DIM 2007), Montreal, Canada, pp. 400-407, Aug. 2007
179. Iterative blind image motion deblurring via learning a no-reference image quality measure
  - Wen-Hao Lee, Shang-Hong Lai, Chia-Lun Chen
  - 2007 IEEE International Conference on Image Processing, San Antonio, USA, (4) pp. 405-408, Sep. 2007
180. Automatic multi-layer red-eye detection
  - Po-Hao Huang, Yu-Chieh Chien, Shang-Hong Lai
  - 2006 International Conference on Image Processing, Atlanta, USA, pp. 2013-2016, Oct. 2006
181. Contour-based structure from reflection
  - Po-Hao Huang, Shang-Hong Lai
  - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06), New York, USA, pp. 379-386, Jun. 2006
182. Efficient 3D face reconstruction from a single 2D image by combining statistical and geometrical information
  - Shu-Fan Wang, Shang-Hong Lai
  - Asian Conference on Computer Vision (ACCV'06), pp. 427-436, Jan. 2006
183. Facial expression recognition based on supervised LLE analysis of optical flow and ratio image
  - Yu-Kuen Wu and Shang-Hong Lai
  - International Computer Symposium, Taipei, Taiwan, Nov. 2006
184. Fast and optimal block motion estimation via adaptive successive elimination
  - Shou-Der Wei, Shao-Wei Liu, Shang-Hong La
  - 2006 International Conference on Image Processing (ICIP), Atlanta, USA, p.p 2361-2364, Oct. 2006
185. Fast Multi-Reference Frame Motion Estimation via Downhill Simplex Search
  - Chen-Kuo Chiang, Shang-Hong Lai
  - IEEE International Conference on Multimedia & Expo (ICME), Canada, pp. 121-124, July. 2006
186. Learning-based interactive video retrieval system
  - Chi-Jiunn Wu, Hui-Chi Zeng, Szu-Hao Huang, Shang-Hong Lai, Wen-Hao Wang
  - IEEE Conference on Multimedia and Exposition (ICME), Toronto, Canada, pp. 1785-1788, July. 2006
187. Modified winner update with adaptive block partition for fast motion estimation
  - Shou-Der Wei, Shao-Wei Liu, Shang-Hong Lai
  - IEEE Conference on Multimedia and Exposition (ICME), Toronto, Canada, p.p 133-136, July. 2006
188. Robust local intervertebral disc alignment for spinal MRI
  - James G. Reisman, Jan Höppner, Szu-Hao Huang, Li Zhang, Shang-Hong Lai, Benjamin L. Odry, Carol L. N
  - SPIE Symposium on Medical Imaging: Image Processing, San Diego, California, pp. 614406, Feb. 2006
189. Winner update on Walsh-Hadamard domain for fast motion estimation
  - Shao-Wei Liu, Shou-Der Wei, Shang-Hong Lai
  - Proc. 18th International Conference on Pattern Recognition (ICPR), Hong Kong, China, pp. 794-797, Aug. 2006
190. 3D Human Body Tracking from a Monocular Image Sequence
  - I-H. Ko and S.-H. Lai
  - Proc. International Conference on Systems & Signals, Kaohsiung, Taiwan, April 2005.
191. A novel blind motion deblurring algorithm for restoring an image with uniform motion blur
  - Chung-Yen Lin, Shang-Hong Lai
  - IPPR Conference on Computer Vision, Graphics and Image Processing, Taiwan, Aug. 2005
192. An SVM-based approach to detecting video with irregular camera motion
  - K.-Y. Chang and S.-H. Lai
  - The 12th International Conference on Neural Information Processing, Taipei, Taiwan, Oct. 2005
193. Audio-visual information fusion for SVM-based biometric verification
  - Yan-Ying Chen, Shang-Hong Lai
  - International Conf. Cellular Neural Networks and Applications, Hsinchu, Taiwan, May. 2005
194. Hausdorff distance based PCB inspection system with defect classification
  - Chun-Jen Chen, Shang-Hong Lai, Win-How Lee, Chun-Yu Lin
  - SPIE Conf. on Two and Three-Dimensional Methods for Inspection and Metrology, Boston, USA, Oct. 2005
195. Intelligent video management system
  - S.-H. Huang, Q.-J. Wu, K.-Y. Chang, H.-C. Lin, S.-H. Lai, Y.-S. Tsai, W.-H. Wang, C.-L. Chen, and G.
  - Proc. International Conf. Information Technology: Research and Education, Hsinchu, Taiwan, June 2005.
196. Learning-based shot transition detection
  - H.-C. Lin and S.-H. Lai
  - IPPR Conference on Computer Vision, Graphics and Image Processing, Taiwan, Aug. 2005.
197. Learning-based video fast-pan detection
  - Hsin-Cheng Lin, Szu-Hao Huang, Shang-Hong La
  - International Conf. Information Technology: Research and Education, Hsinchu, Taiwan, pp. 181-185, June. 2005
198. Locating Facial Feature Points Using Support Vector Machines
  - Chia-Te Liao, Yu-Kuen Wu, Shang-Hong Lai
  - The 9th IEEE International Workshop on Cellular Neural Networks and Their Applications (CNNA 2005), Hsingchu, Taiwan, May. 2005
199. Optical PCB inspection system based on Hausdorff distance
  - Chun-Jen Chen, Shang-Hong Lai, Shao-Wei Liu, Terry Ku
  - SPIE Conf. on Machine Vision Applications in Industrial Inspection, San Jose, California, Jan. 2005
200. Partitioned gradient Fisherface for face recognition under illumination variations
  - L.-N. Chu and S.-H. Lai
  - Proc. the 12th International Conference on Neural Information Processing, Taipei, Oct. 2005.
201. Reliable image matching via modified Hausdorff distance with normalized gradient consistency measure
  - Chyuan-Huei Thomas Yang, Shang-Hong Lai, Long-Wen Chang
  - International Conf. Information Technology: Research and Education, Hsinchu, Taiwan, pp. 158-161, June. 2005
202. Robust metric structure from motion for an extended sequence with outliers and missing data
  - Chia-Ming Cheng, Po-Hao Huang, Shang-Hong Lai
  - ICCV BenCOS Workshop, Beijing, China, Oct. 2005
203. Speech-Driven Mouth Animation Based on Support Vector Regression
  - Chia-Te Liao, Yu-Kung Wu, Shang-Hong Lai
  - The 10th Conference on Artificial Intelligence and Applications (TAAI), Kaohsiung, Taiwan, 2005
204. Three-dimensional model reconstruction for treasures of jadeite material from uncalibrated image sequences
  - Chia-Ming Cheng, Shu-Fan Wang, Chin-Hung Teng, Po-Hao Huang, Yu-Chieh Chien, Shang-Hong Lai
  - SPIE Conf. on Videometrics, San Jose, California, Jan. 2005
205. A PCA based approach to facial feature extraction
  - S.-H. Lai , J.-G. Chen, and Y.-S. Huang
  - IPPR Conference on Computer Vision, Graphics and Image Processing, Taiwan, Aug. 2004.
206. A robust and efficient video stabilization algorithm
  - Hung-Chang Chang, Shang-Hong Lai, Kuang-Rong Lu
  - 2004 IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, pp. 29-32, June. 2004
207. An accurate and adaptive optical flow estimation algorithm
  - Chin-Hung Teng, Shang-Hong Lai, Yung-Sheng Chen, Wen-Hsing Hsu
  - 2004 International Conference on Image Processing(ICIP '04), Singapore, pp. 1839-1842, Oct. 2004
208. Detecting faces from color video by using paired wavelet features
  - Szu-Hao Huang, Shang-Hong Lai
  - 2004 Conference on Computer Vision and Pattern Recognition Workshop, Washington, D.C., USA, pp. 64, June. 2004
209. Real-time face detection in color video
  - Szu-Hao Huang, Shang-Hong Lai
  - The 10th International Multimedia Modelling Conference, Brisbane, Australia, pp. 338-345, Jan. 2004
210. Robust 2D-3D pose estimation from noisy data
  - C.-M. Cheng and S.-H. Lai
  - IPPR Conference on Computer Vision, Graphics and Image Processing, Taiwan, Aug. 2004.
211. Robust 3D object model reconstruction from video
  - Po-Hao Huang, Yi-Lin Chen, Chia-Ming Cheng, Yu-An Lu, Shang-Hong Lai
  - SPIE Conference on Three-Dimensional Image Capture and Applications VI, San Jose, California, U.S.A., pp. 156-167, Jan. 2004
212. Robust camera motion estimation and classification for video analysis
  - Hung-Chang Chang, Shang-Hong Lai
  - SPIE Conf. on Visual Communication and Image Processing, San Jose, California, Jan. 2004
213. Robust face recognition under lighting variations
  - Shou-Der Wei, Shang-Hong Lai
  - International Conference on Pattern Recognition, Cambridge, UK, pp. 354-357, Aug. 2004
214. A PDM Based Approach to Recovering 3D Face Pose and Structure from Video
  - Chia-Ming Cheng, Shang-Hong Lai, KaiYeuh Chang
  - International Conference on Information Technology: Research and Education, Newark, New Jersey, USA., Aug. 2003,
215. A Reliable Face Recognition Based on Matching Normalized Gradients
  - Chyuan-Huei Thomas Yang, Shang-Hong Lai, Long-Wen Chang
  - International Conference on Information Technology: Research and Education, Newark, New Jersey, USA., Aug. 2003
216. Integrated video shot segmentation algorithm
  - Wei-Kuang Li, Shang-Hong Lai
  - SPIE Conf. on Storage and Retrieval for Media Databases, Santa Clara, California, pp. 264-271, Jan. 2003
217. Learning a statistical 3D geometric head model
  - Shang-Hong Lai, Yi-Ling Chen
  - SPIE Conference on Videometrics VII, Santa Clara, California, U.S.A., Jan. 2003
218. New video shot change detection algorithms based on accurate motion and illumination estimation
  - Shang-Hong Lai, Wei-Kuang Lee
  - SPIE Conf. On Storage and Retrieval for Media Databases, Vol. 4676, pp. 148-157, San Jose, California, Jan. 2002
219. Reliable image matching based on relative gradients
  - Shang-Hong Lai, Shou-Der Wei
  - 2002 International Conference on Pattern Recognition, Quebec City, Canada, Vol. 2, pp. 802-805, Aug. 2002
220. Robust computation of optical flow under non-uniform illumination variations
  - Chin-Hung Teng, Shang-Hong Lai, Yung-Sheng Chen, Wen-Hsing Hsu
  - 2002 International Conference on Pattern Recognition, Quebec City, Canada, Vol. 1, pp. 327-330, Aug. 2002
221. Robust face matching under different lighting conditions
  - Chyuan-Huei Thomas Yang, Shang-Hong Lai, Long-Wen Chang
  - IEEE International Conference on Multimedia and Expo, Lausanne, Switzerland, Vol.2, pp. 149-152, Aug. 2002
222. 3D Head Model Reconstruction from Video
  - S.-H. Lai and C.-M. Cheng
  - Workshop on the 21st Century Digital Life and Internet Technologies, Tainan, Taiwan, May 2001.
223. An Integrated Approach to 3D Face Model Reconstruction from Video
  - Chia-Ming Cheng, Shang-Hong Lai
  - The Second International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems (RATFG-RTS 2001), Vancouver, Canada, pp.16-23, July. 2001
224. Computing Individualized 3D Face Model from an Image Sequence
  - C.-M. Cheng and S.-H. Lai
  - 14th IPPR Conference on Computer Vision, Graphics and Image Processing, Kending, Taiwan, Aug. 2001.
225. Efficient hybrid search algorithm for accurate image alignment under nonuniform illumination variations
  - Shang-Hong Lai, Ming Fang
  - SPIE Conf. on Machine Vision Applications in Industrial Inspection, San Jose, California, Vol. 4301, Jan. 2001
226. Three-dimensional Face Model Creation from Video
  - Shang-Hong Lai, Chia-Ming Cheng
  - SPIE Conf. on Three-dimensional Image Capture and Applications IV, San Jose, Vol. 4298, Jan. 2001
227. Adaptive motion estimation for image sequences under non-uniform illumination variations
  - Shang-Hong Lai
  - International Computer Symposium: Workshop on Image Processing and Pattern Recognition, Chiayi, Taiwan, pp.223-230, Dec. 2000
228. Incomplete Cholesky Preconditioning for Early Vision
  - Shang-Hong Lai
  - Proceedings of the Fourth Asian Conference on Computer Vision, pp. 318-323, Taipei, Taiwan, Jan. 2000.
229. A FLASH system for fast and accurate pattern localization
  - S.-H. Lai and M. Fang
  - Proceedings of SPIE Conf. on Machine Vision Applications in Industrial Inspection VII, Vol. 3652, pp. 164-173, San Jose, California, Jan. 25-27, 1999.
230. A novel illumination compensation algorithm for industrial inspection
  - Shang-Hong Lai, Ming Fang
  - Proceedings of SPIE Conf. on Machine Vision Applications in Industrial Inspection VII, San Jose, California, Vol. 3652, pp. 50-58, Jan. 1999
231. Robust and efficient image alignment with spatially-varying illumination models
  - Shang-Hong Lai, Ming Fang
  - IEEE Conference on Computer Vision & Pattern Recognition, Fort Collins, Colorado, Vol. 2, pp. 167-172, June. 1999
232. Total variational blind image restoration from image sequences
  - Shang-Hong Lai; Yuntao Cui
  - Proceedings of SPIE Conf. on Visual Communications and Image Processing, San Jose, California, Vol. 3653, pp. 96-105, Jan. 1999
233. A neural network based system for optimal medical image visualization with fast online adaptation capabilities
  - S.-H. Lai and M. Fang
  - Proceedings of the 32nd Annual Conference on Information Sciences and Systems, Princeton, New Jersey, Mar. 1998.
234. A new variational shape-from-orientation approach to correcting intensity inhomogeneities in MR images
  - Shang-Hong Lai; Ming Fang
  - IEEE Workshop on Biomedical Image Analysis, Santa Barbara, California, pp. 56-63, June. 1998
235. A novel local PCA based method for detecting activation signals in fMRI
  - Shang-Hong Lai, Ming Fang
  - Proceedings of SPIE Symposium on Medical Imaging: Physiology and Function from Multidimensional Images, San Diego, California, Vol. 3337, pp. 327-338, Feb. 1998
236. Adaptive medical image visualization based on hierarchical neural networks and intelligent decision fusion
  - Shang-Hong Lai, Ming Fang
  - IEEE Workshop on Neural Networks for Signal Processing, Cambridge, England, pp. 438-447, Aug. 1998
237. Intensity inhomogeneity correction for surface-coil MR images by image fusion
  - S.-H. Lai and M. Fang
  - Proceedings of the International Conference on Multisource-Multisensor Information Fusion, pp. 880-887, Las Vegas, Nevada, July 1998.
238. Robust and automatic adjustment of display window width and center for MR images
  - Shang-Hong Lai, Ming Fang
  - SPIE Symposium on Medical Imaging: Image Perception, San Diego, California, Vol. 3340, pp. 105-116, Feb. 1998
239. A Fourier transform method for detecting fMRI activation signals
  - M. Fang, S.-H. Lai and E. Mueller
  - Proceedings of the Third International Conference on Functional Mapping of the Human Brain, Copenhagen, Denmark, May, 1997.
240. A local PCA based method for detecting fMRI activation signals
  - S.-H. Lai, M. Fang and E. Mueller
  - Proceedings of the Third International Conference on Functional Mapping of the Human Brain, Copenhagen, Denmark, May, 1997.
241. Physically-based adaptive preconditioners for early vision
  - Shang-Hong Lai, B.C. Vemuri
  - Proceedings of the IEEE Workshop on Physics-based Modeling in Computer Vision, MIT, Cambridge, pp. 151-157, June. 1995
242. Robust and efficient algorithms for optical flow computation
  - S.-H. Lai and B.C. Vemuri
  - Proceedings of the IEEE International Symposium on Computer Vision, Coral Gables, Florida, pp. 455-460, Nov. 1995
243. An O(N) iterative solution to the Poisson equations in low-level vision problems
  - Shang-Hong Lai, B.C. Vemuri
  - 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Seattle, June, pp. 9-14, June. 1994
244. A fast solution to the surface reconstruction problem
  - B.C. Vemuri and S.-H. Lai
  - SPIE's Annual International Symposium: Geometric Methods in Computer Vision, pp. 27-37, San Diego, July, 1993.
245. Construction of occlusion boundary for stroke segmentation
  - F. Chang and S.-H. Lai
  - Proceedings of the Third National Conference on Computer Vision & Image Processing, Taiwan, 1991.
246. 3-D object motion parameters estimation via Hadamard transform
  - S.-H. Lai and S. Chang
  - Proceedings of the Second International Conference on the Advances of Communication and Control Systems, pp. 1380-1390, Baton Rouge, Louisiana, USA, 1988.
247. A generalized method for extracting depth from one image
  - S.-H. Lai, C. W. Fu and S. Chang
  - Proceedings of National Symposium on Automatic Control, pp. 398-407, Taiwan, 1988.
248. Estimation of two-dimensional translation via Hadamard transform
  - S.-H. Lai and S. Chang
  - Signal Processing IV: Theories & Applications, Proceedings of the Fourth European Conference on Signal Processing, vol. 1, pp. 35-37, Grenoble, France, 1988
249. Estimation of 3-D translational motion parameters via Hadamard transform
  - Shang-Hong Lai, Shyang Chang
  - Proceedings of National Symposium on Automatic Control, pp. 160-169, Taiwan, 1987
Patents
1. Method of image completion
  - Shang-Hong Lai, Ching-Wei Tseng, Hung-Jin Lin
  - US Patent 11205251, Dec. 2021
2. Indoor scene structural estimation system and estimation method thereof based on deep learning network
  - Hung-Jin Lin, Shang-Hong Lai
  - US Patent 10839606, Nov. 2020
3. 臉部表情辨識系統及其辨識方法及其電腦程式產品
  - 王文男、賴尚宏、廖家德、莊蕙如、蔡子宸、張芳凱
  - 中華民國發明第I430185專利，Mar. 2014
4. Hierarchical motion deblurring method for single image
  - H.-L. Yang, P.-H. Huang, S.-H. Lai, C.-C. Huang, and S.-H. Yu
  - US patent 8509559, Aug. 2013
5. Method of motion estimation for video compression
  - C.-K. Chiang, H. C. Fei, and S.-H. Lai
  - US patent 8422557, April 2013
6. 單張影像的階層式去動態模糊方法
  - 楊皓量、黃柏豪、賴尚宏、黃至治、游舒涵
  - 中華民國發明第 I405147 專利，Aug. 2013.
7. 照片分割方法及系統及照片之影像配合方法
  - 賴尚宏、蔡依婷、黃思皓
  - 中華民國發明第 I396143 專利，May 2013
8. 臉部辨識方法
  - 賴尚宏、廖家德
  - 中華民國發明第I382354專利，Jan. 2013.
9. Compressibility-aware media retargeting with structure preserving
  - S.-H. Lai and S.-F. Wang
  - US patent 8295647, Oct. 2012
10. Face recognition by fusing similarity probability
  - S.-H. Lai and C.-T. Liao
  - US patent 8300900, Oct. 2012
11. Method and system for automatic figure segmentation
  - S.-H. Lai , I.-T. Tsai, and S.-H. Huang
  - US patent 8306333, Nov. 2012
12. 用於影像壓縮之移動預估方法
  - 江振國、費懷忠、賴尚宏
  - 中華民國發明第 I345915 專利，July 2011
13. System and method for detecting intervertebral disc alignment using vertebrae segmentation
  - S.-H. Lai, B. Odry, and L. Zhang
  - US patent 7804986, Sep. 2010
14. Statistical facial feature extraction method
  - S.-H. Lai, J.-G.. Chen, and Y.-S. Huang
  - US Patent 7372981, May 2008
15. Video stabilization method
  - S.-H. Lai, H.-C. Chang, and K.-R. Lu
  - US Patent 7440008, Oct. 2008
16. Method of Motion Estimation for Image Compression
  - C.-K. Chiang, H.-C. Fei and S.-H. Lai
  - US Pending Patent
17. System and method for detecting intervertebral disc alignment using vertebrae segmentation
  - S.-H. Lai, B. Odry, and L. Zhang
  - filed for US patent, 2006
18. 視訊穩定方法及其電腦可讀取媒體
  - 賴尚宏、張宏彰、陸光榮
  - 中華民國發明第 I253002 專利，2006.
19. 統計式臉部特徵抽取方法
  - 賴尚宏、陳建志、黃雅軒
  - 中華民國發明第 I226589 專利，Jan. 2005
20. Method for image alignment under non-uniform illumination variations
  - S.-H. Lai and M. Fang
  - US Patent 6.744,933, June 2004
21. Flash system for fast and accurate pattern localization
  - S.-H. Lai and M. Fang
  - US Patent 6,546,137, April 2003
22. Method for matching images using spatially-varying illumination change models
  - S.-H. Lai and M. Fang
  - US Patent 6,621,929, Sep. 2003
23. Illumination compensation system for industrial inspection
  - S.-H. Lai and M. Fang
  - US Patent 6,445,812, Sep. 2002
24. Total variational blind image restoration from image sequences
  - S.-H. Lai and Y. Cui
  - US Patent 6,470,097, Oct. 2002
25. Bias field estimation for intensity inhomogeneity correction in MR images
  - S.-H. Lai and M. Fang
  - US Patent 6,208,138, Mar. 2001
26. Method of localization refinement of pattern images using optical flow constraints
  - S.-H. Lai and M. Fang
  - US Patent 6,330,353, Dec. 2001
27. Neural network based auto-windowing system for MR images
  - S.-H. Lai and M. Fang
  - US Patent 6,175,643, Jan. 2001
28. Local principal component analysis based method for detecting activation signals in functional MR images
  - S.-H. Lai and M. Fang
  - US Patent 5,887,074, Mar. 1999
29. Robust and automatic adjustment of display window width and center for MR images
  - S.-H. Lai and M. Fang
  - US Patent 5,995,644, Nov. 1999
Book Chapters
1. Computer Vision – ACCV 2016 (1)
  - Shang-Hong Lai, Vincent Lepetit, Ko Nishino, Yoichi Sato
  - (ISBN: 978-3-319-54189-1). Springer International Publishing. 2017.
2. Automatic detection and removal of visible image watermarks
  - 9. H.-R. Su, Y.-Y. Cheng, S.-H. Lai
  - Multimedia Security: Watermarking, Steganography, and Forensics, CRC Press
3. Accurate facial feature localization on expressional face images based on a graphical model approach
  - C.-T. Liao C.-H. Duan and S.-H. Lai
  - Advances in Multimedia Information Processing – PCM 2010, LNCS 6298, pp. 672-681, 2011
4. Fast H.264 Encoding Based on Statistical Learning
  - C.-K. Chiang, S.-H. Lai
  - Advances in Multimedia Information Processing, LNCS 6298, pp. 179-189, Springer 2011 (bibtex)
  - @article{DBLP:journals/tcsv/ChiangPHZL11,
    author = {Chen-Kuo Chiang and
    Wei-Hau Pan and
    Chiuan Hwang and
    ShinShan Zhuang and
    Shang-Hong Lai},
    title = {Fast H.264 Encoding Based on Statistical Learning},
    journal = {IEEE Trans. Circuits Syst. Video Techn.},
    volume = {21},
    number = {9},
    year = {2011},
    pages = {1304-1315},
    ee = {http://dx.doi.org/10.1109/TCSVT.2011.2147250},
    bibsource = {DBLP, http://dblp.uni-trier.de}
    }
5. People localization in a camera network combining background subtraction and scene-aware human detection
  - Tung-Ying Lee, Tsung-Yu Lin, Szu-Hao Huang, Shang-Hong Lai, Shang-Chih Hung
  - 17th International Multimedia Modeling Conference(MMM 2011), pp. 151-160, Jan. 2011
6. Effieient NCC-based image matching based on novel hierarchical bounds
  - S.-D. Wei , W.-H. Pan and S.-H. Lai
  - Advances in Multimedia Information Processing – PCM 2009, LNCS 5879, pp. 807-815, 2009
7. Spatio-temporally consistent multi-view video synthesis for autostereoscopic displays
  - S.-J. Lin, C.-M. Cheng, and S.-H. Lai
  - Advances in Multimedia Information Processing – PCM 2009, LNCS 5879, pp. 532-542, 2009
8. A novel motion estimation method based on normalized cross correlation for video compression
  - S.-D. Wei, W.-H. Pan, and S.-H. Lai
  - Advances in Multimedia Modeling, LNCS 4903, pp. 338-347, 2008
9. Fast intermode decision via statistical learning for H.264 video coding
  - W.-H. Pan, C.-K. Chiang, and S.-H. Lai
  - Advances in Multimedia Modeling, LNCS 4903, pp. 329-337, 2008
10. Real-time video surveillance based on combining foreground extraction and human detection
  - H.-C. Zeng, S.-H. Huang and S.-H. Lai
  - Advances in Multimedia Modeling, LNCS 4903, pp. 70-79, 2008
11. Efficient intra mode decision via statistical learning
  - C. Huang and S.-H. Lai
  - Advances in Multimedia Information Processing – PCM 2009, LNCS 4810, pp. 148-157, 2007
12. Expression-invariant face recognition with accurate optical flow
  - C.-K. Hsieh, S.-H. Lai, and Y.-C. Chen
  - Advances in Multimedia Information Processing – PCM 2009, LNCS 4810, pp. 78-87, 2007
13. Fast normalized cross correlation based on adaptive multilevel winner update
  - S.-D. Wei and S.-H. Lai
  - Advances in Multimedia Information Processing – PCM 2009, LNCS 4810, pp. 413-416, 2007
14. Reproducibility Analysis of Event-Related fMRI Experiments Using Laguerre Polynomials
  - H.-R. Su, M. Liou, P. E. Cheng, J. A. D. Aston, and S.-H. Lai
  - Neural Information Processing, LNCS, Volume 4984, pp. 126-134, 2007.
15. Temporally integrated pedestrian detection from non-stationary video
  - C.-J. Wu and S.-H. Lai
  - Advanced in Multimedia Modeling, Lecture Notes in Computer Science, Volume 4351, pp. 188-197, Springer-Verlag, 2007. (SCI)
16. Adaptive object tracking with online statistical model update
  - K.-Y. Chang and S.-H. Lai
  - Lecture Notes in Computer Science, Volume 3852, pp. 363 - 372, Springer-Verlag, 2006. (SCI)
17. Efficient 3D face reconstruction from a single 2D image by combining statistical and geometrical information
  - S.-F. Wang and S.-H. Lai
  - Lecture Notes in Computer Science, Volume 3852, pp. 427 - 436, Springer-Verlag, 2006. (SCI)
18. Enhanced downhill simplex search for fast video motion estimation
  - H.-C. Fei, C.-J. Chen, and S.-H. Lai
  - Lecture Notes in Computer Science, Volume 3767, pp. 512 - 523, Springer-Verlag, 2005
19. Improved Adaboost-based image retrieval with relevance feedback via paired feature learning
  - S.-H. Huang, Q.-J. Wu, and S.-H. Lai
  - Lecture Notes in Computer Science, Volume 3568, pp. 660-670, Springer-Verlag, 2005
20. A motion-aided video shot segmentation algorithm
  - W.-K. Li and S.-H. Lai
  - Advanced in Multimedia Information Processing, LNCS 2532, pp. 336-343, Springer-Verlag, 2002
21. An Efficient Algorithm for Detecting Faces from Color Images
  - S.-D. Wei and S.-H. Lai
  - in Advanced in Multimedia Information Processing, LNCS 2532, pp. 1177 - 1184 , Springer-Verlag, 2002
22. An illumination-insensitive face matching algorithm
  - C.-H. T. Yang, S.-H. Lai and L.-W. Chang
  - in Advanced in Multimedia Information Processing, LNCS 2532, pp. 1185-1192, Springer-Verlag, 2002
23. Functional MR image analysis
  - S.-H. Lai and M. Fang
  - Signal Processing for Magnetic Resonance Imaging and Spectroscopy, ed. H. Yan, Marcel Dekker Pub., 2002
24. Fast algorithms for fitting multiresolution hybrid shape models to brain MRI
  - Baba C. Vemuri, Yanlin Guo, Christiana M. Leonard, Shang-Hong Lai
  - Visualization in Biomedical Computing, Lecture Notes in Computer Science, Volume 1131, pp. 213-222, Springer-Verlag, 1996

Journal Papers

Local Journal Papers

Conference Papers

Patents

Book Chapters