9. ICCV 2003: Nice, France - Volume 1
9th IEEE International Conference on Computer Vision (ICCV 2003), 14-17 October 2003, Nice, France. IEEE Computer Society 2003 ISBN 0-7695-1950-4 [ contents ]
Session 1: Image Segmentation
Maneesh Kumar Singh, Narendra Ahuja: Regression based Bandwidth Selection for Segmentation using Parzen Windows. 2-9
Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu: Image Parsing: Unifying Segmentation, Detection, and Recognition. 18-25

Session 2: Posters
Jing Zhong, Stan Sclaroff: Segmenting Foreground Objects from a Dynamic Textured Background via a Robust Kalman Filter. 44-50
Shuicheng Yan, Mingjing Li, HongJiang Zhang, QianSheng Cheng: Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework. 51-58

Yang Wang, Tele Tan, Kia-Fock Loe: Joint Region Tracking with Switching Hypothesized Measurements. 75-82
Svetlana Lazebnik, Jean Ponce: The Local Projective Shape of Smooth Surfaces and their Outlines. 83-89


Khurram Shafique, Mubarak Shah: A Non-Iterative Greedy Algorithm for Multi-frame Point Correspondence. 110-115
David Tschumperlé, Rachid Deriche: Variational Frameworks for DT-MRI Estimation, Regularization and Visualization. 116-121
Danny B. Yang, Héctor H. González-Baños, Leonidas J. Guibas: Counting People in Crowds with a Real-Time Network of Simple Image Sensors. 122-129
Jian-Gang Wang, Eric Sung, Ronda Venkateswarlu: Eye Gaze Estimation from a Single Image of One Eye. 136-143


Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum: Highlight Removal by Illumination-Constrained Inpainting. 164-169
Takashi Machida, Naokazu Yokoya, Haruo Takemura: Surface Reflectance Modeling of Real Objects with Interreflections. 170-177
Hanzi Wang, David Suter: Variable Bandwidth QMDPE and Its Application in Robust Optical Flow Estimation. 178-183
Camillo J. Taylor: Surface Reconstruction from Feature Based Stereo. 184-190
Antonio Criminisi, Jamie Shotton, Andrew Blake, Philip H. S. Torr: Gaze Manipulation for One-to-one Teleconferencing. 191-198
David Nistér: Preemptive RANSAC for Live Structure and Motion Estimation. 199-206
Adrien Bartoli, Peter F. Sturm: Multiple-View Structure and Motion From Line Correspondences. 207-212
Guang Jiang, Long Quan, Hung-Tat Tsui: Circular Motion Geometry by Minimal 2 Points in 4 Images. 221-227
Huaigu Cao, Xiaoqing Ding, Changsong Liu: A Cylindrical Surface Model to Rectify the Bound Document Image. 228-233

Aleksandr Dubinskiy, Song Chun Zhu: A Multi-scale Generative Model for Animate Shapes and Parts. 249-256
Christian Wallraven, Barbara Caputo, Arnulf B. A. Graf: Recognition with Local Features: the Kernel Recipe. 257-264
Tony Jebara: Images as Bags of Pixels. 265-272
Antonio Torralba, Kevin P. Murphy, William T. Freeman, Mark A. Rubin: Context-based vision system for place and object recognition. 273-280
Michel Vidal-Naquet, Shimon Ullman: Object Recognition with Informative Features and Linear Classification. 281-288
Chris Stauffer: Minimally-Supervised Classification using Multiple Observation Sets. 297-304


Session 3: Tracking
Ryuzo Okada, Yasuhiro Taniguchi, Kenji Furukawa, Kazunori Onoguchi: Obstacle Detection Using Projective Invariant and Vanishing Lines. 330-337

Oliver Williams, Andrew Blake, Roberto Cipolla: A Sparse Probabilistic Learning Algorithm for Real-Time Tracking. 353-361
Session 4: Clustering and Feature Selection

Shiri Gordon, Hayit Greenspan, Jacob Goldberger: Applying the Information Bottleneck Principle to Unsupervised Clustering of Discrete and Continuous Image Representations. 370-377
Lior Wolf, Amnon Shashua: Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach. 378-384
Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang: Learning a Locality Preserving Subspace for Visual Recognition. 385-393
Session 5: Features and Tracking
Huiqi Li, Opas Chutatape: A Model-Based Approach for Automated Feature Extraction in Fundus Images. 394-399
Joachim Denzler, Matthias Zobel, Heinrich Niemann: Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking. 400-407
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert, Olivier D. Faugeras: Shape Gradients for Histogram Segmentation using Active Contours. 408-415
Daniel B. Russakoff, Torsten Rohlfing, Calvin R. Maurer Jr.: Fast Intensity-based 2D-3D Image Registration of Clinical Data Using Light Fields. 416-423
Session 6: Posters
Ullrich Köthe: Integrated Edge and Junction Detection with the Boundary Tensor. 424-431
Frédéric Cao: Good continuations in digital image level lines. 440-447
Joshua Gluckman: On the Use of Marginal Statistics of Subband Images. 448-455
Bogdan Georgescu, Ilan Shimshoni, Peter Meer: Mean Shift Based Clustering in High Dimensions: A Texture Classification Example. 456-463
Changjiang Yang, Ramani Duraiswami, Nail A. Gumerov, Larry S. Davis: Improved Fast Gauss Transform and Efficient Kernel Density Estimation. 464-471
Paolo Favaro, Alessandro Duci, Yi Ma, Stefano Soatto: On Exploiting Occlusions in Multiple-view Geometry. 479-486
Jacob Goldberger, Shiri Gordon, Hayit Greenspan: An Efficient Image Similarity Measure Based on Approximations of KL-Divergence Between Two Gaussian Mixtures. 487-493
Sanjay Tiwari, Scott Gallager: Machine Learning and Multiscale Methods in the Identification of Bivalve Larvae. 494-501
Peng-Yeng Yin, Bir Bhanu, Kuang-Cheng Chang, Anlei Dong: Reinforcement Learning for Combining Relevance Feedback Techniques. 510-515
Rong Yan, Jie Yang, Alexander G. Hauptmann: Automatically Labeling Video Data Using Multi-class Active Learning. 516-523
Zu Whan Kim, Jitendra Malik: Fast Vehicle Detection with Probabilistic Feature Grouping and its Application to Vehicle Tracking. 524-531
How-Lung Eng, Kar-Ann Toh, Alvin Harvey Kam, Junxian Wang, Wei-Yun Yau: An automatic drowning detection surveillance system for challenging outdoor pool environments. 532-539
Francis K. H. Quek: The Catchment Feature Model for Multimodal Language Analysis. 540-547
Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen: Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment. 548-553
Moumen T. El-Melegy, Aly A. Farag: Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection. 554-559
Kenji Hara, Ko Nishino, Katsushi Ikeuchi: Determining Reflectance and Light Position from a Single Image Without Distant Illumination Assumption. 560-567
Ruigang Yang, Marc Pollefeys, Greg Welch: Dealing with Textureless Regions and Specular Highlights - A Progressive Space Carving Scheme Using a Novel Photo-consistency Measure. 576-584
Du Q. Huynh, R. Hartley, Anders Heyden: Outlier Correction in Image Sequences for the Affine Camera. 585-590
Jean-Philippe Pons, Renaud Keriven, Olivier D. Faugeras, Gerardo Hermosillo: Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures. 597-602
Minglun Gong, Yee-Hong Yang: Fast Stereo Matching Using Reliability-Based Dynamic Programming and Consistency Constraints. 610-617
Li Zhang, Brian Curless, Aaron Hertzmann, Steven M. Seitz: Shape and Motion under Varying Illumination: Unifying Structure from Motion, Photometric Stereo, and Multi-view Stereo. 618-625
Anat Levin, Paul A. Viola, Yoav Freund: Unsupervised Improvement of Visual Detectors using Co-Training. 626-633
Gyuri Dorkó, Cordelia Schmid: Selection of Scale-Invariant Parts for Object Class Recognition. 634-640
Kristen Grauman, Gregory Shakhnarovich, Trevor Darrell: Inferring 3D Structure with a Statistical Image-Based Shape Model. 641-648
Svetlana Lazebnik, Cordelia Schmid, Jean Ponce: Affine-Invariant Local Descriptors and Neighborhood Statistics for Texture Recognition. 649-655
Alessandro Duci, Anthony J. Yezzi, Sanjoy K. Mitter, Stefano Soatto: Shape Representation via Harmonic Embedding. 656-662
Anand Rangarajan, James M. Coughlan, Alan L. Yuille: A Bayesian Network Framework for Relational Shape Matching. 671-678

Feng Lin, Xiaoou Tang: Dynamic Stroke Information Analysis for Video-Based Handwritten Chinese Character Recognition. 695-700

Meirav Galun, Eitan Sharon, Ronen Basri, Achi Brandt: Texture Segmentation by Multiscale Aggregation of Filter Responses and Shape Elements. 716-723



