My work so far : all about images. lots of fun. :-)
Freund, D. Comaniciu, Y. Ioannis,
P. Liu, R. McClatchey, E. Moley-Fletcher,
X. Pennec, G. Pongiglione,
and X.S. Zhou. Health-e-Child: An Integrated Biomedical
Platform for Grid-Based Pediatrics. In Proc of Health-Grid
Xiao, Bogdan Georgescu, X S
Zhou, Dorin Comaniciu, and
Takeo Kanade: Simultaneous
Registration and Modeling of Deformable Shapes, IEEE Conf. Computer
Vision and Pattern Recognition (CVPR'06),
Tu, X.S. Zhou, A. Barbu, L.
Bogoni, and D. Comaniciu:
Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment,
IEEE Conf. Computer Vision and Pattern Recognition (CVPR'06),
T. Chen, W. Yin, X.-S. Zhou, D. Comaniciu, and T. S. Huang, "Total variation models for variable lighting face recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence. (To appear) 2006
Zhuowen Tu, Xiang Sean Zhou, Dorin Comaniciu, and Luca Bogoni, “A
Learning Based Approach for 3D Segmentation and Its Application on
Hong, Bogdan Georgescu, Xiang
Sean Zhou, Sriram
Krishnan, Yi Ma, and Dorin Comaniciu, “Database-Guided Simultaneous Multi-slice 3D
Segmentation for Volumetric Data,” European Conf.
Computer Vision (ECCV’06),
Yefeng Zheng, Xiang Sean Zhou, Georgescu
Bogdan, Shaohua Zhou, Dorin Comaniciu, “Example Based
Non-rigid Shape Detection,” European Conf. Computer Vision (ECCV’06),
Terrence Chen, Thomas S. Huang, Wotao Yin, Xiang Sean Zhou: A New Coarse-to-Fine Framework for 3D Brain MR Image Registration. CVBIA 2005: 114-124
. TV+L1 model for background correction
W. Yin, T. Chen, X. S. Zhou, A. Chakraborty, "Background correction for cDNA microarray images using the TV+L1 model", Bioinformatics, 2005 (to appear)
T. Chen, W. Yin, X. S. Zhou, D. Comaniciu, T. S. Huang, "Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models", IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR’05), San Diego, CA, 2005.
. Deformable shape detection, segmentation, and tracking with uncertainty
B. Georgescu, S. Zhou, D. Comaniciu, A. Gupta: Database-Guided Segmentation of Anatomical Structures with Complex Appearance, IEEE Conf. Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, 2005
B. Georgescu, X.S. Zhou, D. Comaniciu, and B. Rao, "Real-Time Multi-Model Tracking of Myocardium in Echocardiography using Robust Information Fusion," Int'l Conf. Medical Image Computing and Computer Assisted Intervention (MICCAI'04), France 2004
X. S. Zhou, D. Comaniciu, and A. Gupta, "An Information Fusion Framework for Robust Shape Tracking," IEEE Trans. Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 27, No. 1, 115-129, Jan 2005.
D. Comaniciu, X. S. Zhou, and Sriram Krishnan, "Robust Real-Time Myocardial Border Tracking for Echocardiography: An Information Fusion Approach," IEEE Trans. Medical Imaging (T-MI), Vol. 23, No. 7, 849-860, 2004.
X. S. Zhou, D. Comaniciu, R. Cruceanu, B. Xie, and A. Gupta, "A Unified Framework for Uncertainty Propagation in Automatic Shape Tracking," IEEE Conf. Computer Vision and Pattern Recognition (CVPR'04), Washington, DC, 2004
S. Zhou, Dorin Comaniciu,
and Sriramn Krishnan, "Coupled-Contour Tracking
through Non-orthogonal Projections and Fusion for Echocardiography,"
European Conf. Computer Vision (ECCV'04),
X. S. Zhou, Dorin Comaniciu, and Sriramn Krishnan, “An Information Fusion Framework for Robust Shape Tracking,” Int'l Workshop on Statistical and Computational Theories of Vision (SCTV'03), Nice, France, October 2003.
. Content-based image and video retrieval: BiasMap, boosting techniques and kernel approach
X. S. Zhou, A. Garg, and T. S. Huang, "Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval", IEE Proc. Vision, Image & Signal Processing (IEE-VIS), 2005 (under revision)
Xiang Sean Zhou, Yong Rui, and Thomas S. Huang, Exploration of visual data, Kluwer Academic Publishers, 2003
E. Bakker, T.S. Huang, M.S. Lew, N. Sebe, X. S. Zhou, Proceedings of the International Conference on Image and Video Retrieval (CIVR 2003) Lecture Notes in Computer Science, Vol. 2728, Springer-Verlag, ISBN 3-540-40634-4, July, 2003
X. S. Zhou, A. Garg, and T. S. Huang, "A Discussion of Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval", in Proc. Int'l Conf. on Image and Video Retrieval (CIVR'04), Dublin City University, Ireland, July 21-23, 2004
Xiang Sean Zhou, T. S. Huang, “Small sample learning issues for interactive video retrieval in joint low-level feature and keyword space,” in: B. Furht and O. Marques (ed.), The Handbook of Video Databases—Design and Applications, CRC Press, 2003
S. Zhou, T. S. Huang, “Small
Sample Learning during Multimedia Retrieval using BiasMap”, in Proc. IEEE Conf. Computer Vision
and Pattern Recognition (CVPR'01),
S. Zhou, T. S. Huang, Comparing
Discriminate Transformations and SVM for Learning
during Multimedia Retrieval, ACM Multimedia (ACM-MM), Sept. 30-Oct
X. S. Zhou, T. S. Huang, “Relevance feedback for image retrieval: a comprehensive review,” Multimedia Systems 8 (2003) 6, pp. 536-544, 2003.
X. S. Zhou, T. S. Huang, “Unifying Keywords and Visual Contents in Image Retrieval”, IEEE Multimedia, April-June Issue, 2002.
X. S. Zhou, T. S. Huang, "Edge/Structural Features for Content Based Image Retrieval," Pattern Recognition Letters, Vol 22/5, Apr. 2001. pp 457-468.
B. Moghaddam and X. S. Zhou, "Factorization for Probabilistic Local Appearance Models", IASTED International Conference on Signal Processing, Pattern Recognition and Applications (SPPRA), June 2002.
S. Zhou, B. Moghaddam, T. S. Huang, ICA-based
probabilistic local appearance models, ICIP2001,
. Conditional feature sensitivity analysis
X. S. Zhou, Dorin Comaniciu, and Arun Krishnan, Conditional feature sensitivity: A unifying view on active recognition and feature selection,” IEEE International Conference on Computer Vision (ICCV'03), Nice France, Oct. 13-16, 2003.
. Low-bit rate video streaming with optimal content summary
X. S. Zhou, S-P Liou, “Optimal Nonlinear Sampling for Video Streaming at Low Bit Rates”, IEEE Trans. On Circuits and Systems for Video Technology, Special Issue on Wireless Video (T-CSVT), 2002
. Dense and accurate 3-D reconstruction
X. S. Zhou, Ruihua Yin, Wenjian Wang, Xiaogu Wu, William G. Wee, "Calibration, parameter estimation, and accuracy enhancement of a 4DI camera turntable system", Optical Engineering, Vol. 39(01), Jan. 2000, 170-174
. Adaptive order statistic filter theory
X. S. Zhou, William G. Wee, "Adaptive Order Statistic Filters for Noise Characterization and Suppression without A Noise-free Reference", ??.