Publication

Publication

Books

· J. Gonzalez, T. Moeslund and L. Wang (eds), Tracking humans for the evaluation of their motion in image sequence, proceedings of THEMIS’08 workshop, ISBN 10: 84-935251-9-7, Spain, 2008.

· L. Wang and X. Geng (eds), Behavioural biometrics for human identification: intelligent application, IGI Global, 2009, forthcoming.

· L. Wang, L. Cheng and G. Y. Zhao (eds), Machine learning for human motion analysis: theory and practice, IGI Global, 2009, forthcoming.

· D. Schonfeld, C. F. Shan, D. C. Tao, and L. Wang (eds), Video search and mining, Springer, 2009, forthcoming.

· M. Pietikainen, L. Wang, L. Cheng, and G. Y. Zhang (eds), Machine learning for vision-based motion analysis, Springer, 2009, forthcoming.

Journals

· L. Wang, C. Leckie, R. Kotagiri, and J. Bezdek, Automatically determining the number of clusters in unlabeled data sets, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2009, 21(3): 335-350.

· L. Wang and D. Suter, Visual learning and recognition of sequential data manifolds with applications to human movement analysis, Computer Vision and Image Understanding (CVIU), 2008, 110(2): 153-172.

· L. Wang, J. C. Bezdek, C. Leckie, and R. Kotagiri, Selective sampling for approximate clustering of very large data sets, International Journal of Intelligence Systems (IJIS), 2008, 23(3): 313-331.

· L. Wang and D. Suter, Learning and matching of dynamic shape manifolds for human action recognition, IEEE Transactions on Image Processing (TIP) 2007, 16(6): 1646-1661.

· J. G. Coutinho, M. P. Juvonen, J. L. Wang, B. L. Lo, W. Luk, O. Mencer, and G. Yang, Designing a posture analysis system with hardware implementation, Journal of VLSI Signal Processing Systems (VLSI-SPS), 2007, 47(1): 33-45.

· L. Wang, T. N. Tan, H. Z. Ning, and W. M. Hu, Fusion of static and dynamic body biometrics for gait recognition, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2004, 14(2): 149-158. [Cited by 78, Google Scholar, ca 12/2008]

· W. M. Hu, T. N. Tan, L. Wang, and S. Maybank, A survey of visual surveillance of object motion and behaviors, IEEE Transactions on System, Man, and Cybernetics (T-SMC), Part C, 2004, 34(3): 334-352. [Cited by 316, Google Scholar, ca 12/2008]

· H. Z. Ning, T. N. Tan, L. Wang, and W. M. Hu, Model-based tracking of human walking in monocular video sequences, Image and Vision Computing (IVC), 2004, 22: 429-441.

· H. Z. Ning, T. N. Tan, L. Wang, and W. M. Hu, People tracking based on motion model and motion constraints with automatic initialization, Pattern Recognition (PR), 2004, 37: 1423-1440.

· L. Wang, T. N. Tan, H. Z. Ning, and W. M. Hu, Silhouette analysis based gait recognition for human identification, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2003, 25(12): 1505-1518. [Cited by 199, Google Scholar, ca 12/2008]

· L. Wang, T. N. Tan, W. M. Hu, and H. Z. Ning, Automatic gait recognition based on statistical shape analysis, IEEE Transactions on Image Processing (TIP), 12(9): 1120-1131, 2003. [Cited by 79, Google Scholar, ca 12/2008]

· L. Wang, W. M. Hu and T. N. Tan, Recent developments in human motion analysis, Pattern Recognition (PR), 2003, 36(3): 585-601. [Cited by 297, Google Scholar, ca 12/2008]

· L. Wang, W. M. Hu and T. N. Tan, Gait-based human identification (in Chinese), Journal of Computers, 2003, 26(3): 353-360.

· L. Wang, W. M. Hu and T. N. Tan, A survey of visual analysis of human motion (in Chinese), Journal of Computers, 2002, 25(3): 225-237.

· L. Wang, Y. Y. Liu and J. Ming, Improvement of test methods for 'G-Y' matrix (in Chinese), Journal of Anhui University (Natural Sciences), 2000, 24(2): 35-38.

· J. Ming, P. Wu and L. Wang, Generation of signals for video primary-colour encoders (in English), Journal of University of Electronic Science and Technology of China, 2000.

· J. Ming, P. Wu and L. Wang, Signal design for video primary-colour encoders (in Chinese), Journal of Image and Graphics, 1999, 4(7): 579-582.

Conferences

· L. Wang, C. Leckie, R. Kotagiri, and J. Bezdek, Approximate spectral clustering, to appear at the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD, Long, 11.5% acceptance rate), 2009.

· L. Wang, X. Geng, J. Bezdek, C. Leckie, and R. Kotagiri, SpecVAT: enhanced visual cluster analysis, Proceedings of the 8th International Conference on Data Mining (ICDM, Regular, 9.6% acceptance rate), 2008.

· H. Zhou, L. Wang and D. Suter, Human motion recognition using Gaussian processes classification, Proceedings of the 19th International Conference on Pattern Recognition (ICPR, Oral), 2008.

· J. Cheng, L. Wang and C. Leckie, Dual clustering for categorization of action sequences, Proceedings of the 19th International Conference on Pattern Recognition (ICPR, Poster), 2008.

· L. Wang, X. Geng, C. Leckie, and R. Kotagiri, Moving shape dynamics: a signal processing perspective, Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR, Poster, 27.9% acceptance rate), 2008.

· X. Z. Wang, L. Wang and A. Wirth, Pattern discovery in motion time series via structure-based spectral clustering, Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR, Poster, 27.9% acceptance rate), 2008.

· L. Wang, X. Wang, C. Leckie, and R. Kotagiri, Characteristic-based descriptors for motion sequence recognition, Proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD, Long, 11.9% acceptance rate), pp. 369-380, 2008.

· X. Geng, L. Wang, M. Li, Q. Wu, and K. Smith-Miles, Adaptive fusion of gait and face for human identification in video, Proceedings of IEEE Workshop on Applications of Computer Vision, (WACV, Oral), 2008.

· X. Z. Wang, A. Wirth and L. Wang, Structure-based statistical features and multivariate time series clustering, Proceedings of the 7th IEEE International Conference on Data Mining (ICDM, Regular, 7.5% acceptance rate), pp. 351-360, 2007.

· Q. Wu, L. Wang, X. Geng, M. Li, and X. He, Dynamic biometrics fusion at feature level for video-based human recognition, Proceedings of the 22nd Image and Vision Computing New Zealand Conference (IVCNZ, Oral), pp. 152-157, 2007.

· L. Wang, C. Leckie, X. Z. Wang, R. Kotagiri, and J. Bezdek, Tensor space learning for analyzing activity patterns from video sequences, Proceedings of the 1st Workshop on Knowledge Discovery and Data Mining from Multimedia Data and Multimedia Applications with ICDM’07 (KDM, Oral), pp. 63-68, 2007.

· L. Wang and D. Suter, Recognizing human activities from silhouettes: motion subspace and factorial discriminative graph model, Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR, Poster, 23.4% acceptance rate), pp. 1-8, 2007.

· T. J. Chin, L. Wang, K. Schindler, and D. Suter, Extrapolating learned manifolds for human activity recognition, Proceedings of the 14th IEEE International Conference on Image Processing (ICIP, Poster), I: 381-384, 2007.

· X. Geng, L. Wang, M. Li, Q. Wang, and K. Smith-Miles, Distance-driven fusion of face and gait for human recognition in video, Proceedings of the 22nd Image and Vision Computing New Zealand Conference (IVCNZ, Oral), pp. 19-24, 2007.

· L. Wang and D. Suter, Analyzing human movements from silhouettes using manifold learning, Proceedings of the 5th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS, Oral), pp. 7-7, 2006.

· L. Wang and D. Suter, Informative shape representations for human action recognition, Proceedings of the 18th International Conference on Pattern Recognition (ICPR, Oral, 14% acceptance rate), II. 1266-1269, 2006.

· L. Wang, From blob metrics to posture classification to activity profiling, Proceedings of the 18th International Conference on Pattern Recognition (ICPR, Poster), IV: 736-739, 2006.

· L. Wang, Abnormal walking gait analysis using silhouette-masked flow histograms, Proceedings of 18th International Conference on Pattern Recognition (ICPR, Poster), III: 473-476, 2006.

· L. Wang, B. Lo and G. Yang, Ubiquitous sensing for posture/behaviour analysis, Proceedings of the 2nd International Workshop on Wearable and Implantable Body Sensor Networks (BSN, Poster), pp. 112-115, 2005.

· D. Agathangelou, B. Lo, L. Wang, and G. Yang, Self-configuring video-sensor networks, Proceedings of the 3rd International Conference on Pervasive Computing (Pervasive, Poster), pp. 29-32, 2005.

· B. Lo, L. Wang and G. Yang, From imaging networks to behaviour profiling: ubiquitous sensing for managed homecare of the elderly, Proceedings of the 3rd International Conference on Pervasive Computing (Pervasive, Demo), pp. 101-104, 2005.

· M. P. Juvonen, J. G. Coutinho, J. L. Wang, B. L. Lo, W. Luk, O. Mencer, and G. Z. Yang, Custom hardware architectures for posture analysis, Proceedings of IEEE International Conference on Field-Programmable Technology (FPT, Oral), pp. 77-84, 2005.

· G. Z. Yang, B. Lo, J. L. Wang, M. Rans, S. Thiemjarus, J. Ng, P. Garner, S. Brown, B. Majeed, and I. Neid, From sensor networks to behaviour profiling: a homecare perspective of intelligent building, Proceeding of the IEE Seminar for Intelligent Buildings (Invited Talk), pp. xx-xx, 2004.

· S. Yu, L. Wang, W. M. Hu, and T. N. Tan, Gait analysis for human identification in frequency domain, Proceedings of the 4th International Conference on Image and Graphics (ICIG, Poster), pp. 282-285, 2004.

· L. Wang, H. Z. Ning, T. N. Tan, and W. M. Hu, Fusion of static and dynamic body biometrics for gait recognition, Proceedings of the 9th International Conference on Computer Vision (ICCV, Poster, 16.1% acceptance rate), II: 1449-1454, 2003.

· L. Wang, H. Ning, T. N. Tan, and W. Hu, Gait Recognition by Combining Static and Dynamic Body Biometrics, Proceedings of the 4th Chinese Conference on Biometric Recognition (Biometrics, Oral), 2003.

· L. Wang, W. M. Hu and T. N. Tan, Face tracking using motion-guided dynamic template matching, Proceedings of the 5th Asian Conference on Computer Vision (ACCV, Oral), II: 448-453, 2002.

· L. Wang, W. M. Hu and T. N. Tan, A new attempt to gait-based human identification, Proceedings of the 16th International Conference on Pattern Recognition (ICPR, Poster), I: 115-118, 2002.

· L. Wang, H. Z. Ning, W. M. Hu, and T. N. Tan, Gait recognition based on Procrustes shape analysis, Proceedings of the 9th IEEE International Conference on Image Processing (ICIP, Poster), III: 433-436, 2002.

· H. Z. Ning, L. Wang, W. M. Hu, and T. N. Tan, Model-based tracking of human walking in monocular video sequences, Proceedings of the 17th IEEE Region 10 Technical Conference on Computers, Communication, Control and Power Engineering (TENCON, Oral), pp. 537-540, 2002.

· H. Z. Ning, L. Wang, W. M. Hu, and T. N. Tan, Articulated model based people tracking using motion models, Proceedings of the 4th International Conference on Multimodal Interfaces (ICMI, Oral), pp. 383-388, 2002.

· L. Wang, H. Ning, W. Hu, and T. N. Tan, Automatic gait recognition based on statistical shape analysis (in Chinese), Proceedings of the 3rd Chinese Conference on Biometrics Recognition (Biometrics, Oral), pp. 261-266, 2002.

· L. Wang, W. M. Hu, and T. N. Tan, PCA-based automatic gait recognition for personal identification, Proceedings of the 2nd Workshop on Biometrics (Biometrics, Oral), 2001.

PhD thesis

· L. Wang, Vision-based gait analysis and recognition, National Lab of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, 2004. [Outstanding Doctoral Thesis of Chinese Academy of Sciences, 2005]

Talks

· Human motion analysis from image sequences, CSSE departmental seminar, The University of Melbourne, 2007/05/15.

· Analyzing human movements from silhouettes using manifold learning, CiSRA, 2006/11/24.

· Vision-based posture, gait and activity analysis, ECSE departmental seminar, Monash University, 2005/11/18.