| 2003 | A Bayesian Network Framework for Relational Shape Matching. Anand Rangarajan, James M. Coughlan, Alan L. Yuille |
| 2003 | A Cylindrical Surface Model to Rectify the Bound Document Image. Huaigu Cao, Xiaoqing Ding, Changsong Liu |
| 2003 | A Model-Based Approach for Automated Feature Extraction in Fundus Images. Huiqi Li, Opas Chutatape |
| 2003 | A Multi-scale Generative Model for Animate Shapes and Parts. Aleksandr Dubinskiy, Song Chun Zhu |
| 2003 | A Non-Iterative Greedy Algorithm for Multi-frame Point Correspondence. Khurram Shafique, Mubarak Shah |
| 2003 | A Segmentation Algorithm for Contrast-Enhanced Images. Junhwan Kim, Ramin Zabih |
| 2003 | A Sparse Probabilistic Learning Algorithm for Real-Time Tracking. Oliver Williams, Andrew Blake, Roberto Cipolla |
| 2003 | Active Concept Learning for Image Retrieval in Dynamic Databases. Anlei Dong, Bir Bhanu |
| 2003 | Affine-Invariant Local Descriptors and Neighborhood Statistics for Texture Recognition. Svetlana Lazebnik, Cordelia Schmid, Jean Ponce |
| 2003 | An Efficient Image Similarity Measure Based on Approximations of KL-Divergence Between Two Gaussian Mixtures. Jacob Goldberger, Shiri Gordon, Hayit Greenspan |
| 2003 | An automatic drowning detection surveillance system for challenging outdoor pool environments. How-Lung Eng, Kar-Ann Toh, Alvin Harvey Kam, Junxian Wang, Wei-Yun Yau |
| 2003 | Applying the Information Bottleneck Principle to Unsupervised Clustering of Discrete and Continuous Image Representations. Shiri Gordon, Hayit Greenspan, Jacob Goldberger |
| 2003 | Automatic Video Summarization by Graph Modeling. Chong-Wah Ngo, Yufei Ma, HongJiang Zhang |
| 2003 | Automatically Labeling Video Data Using Multi-class Active Learning. Rong Yan, Jie Yang, Alexander G. Hauptmann |
| 2003 | Boosting Chain Learning for Object Detection. Rong Xiao, Long Zhu, HongJiang Zhang |
| 2003 | Calibrating pan-tilt cameras in wide-area surveillance networks. James Davis, Xing Chen |
| 2003 | Calibration of a Hybrid Camera Network. Xilin Chen, Jie Yang, Alex Waibel |
| 2003 | Circular Motion Geometry by Minimal 2 Points in 4 Images. Guang Jiang, Long Quan, Hung-Tat Tsui |
| 2003 | Computing Geodesics and Minimal Surfaces via Graph Cuts. Yuri Boykov, Vladimir Kolmogorov |
| 2003 | Context-based vision system for place and object recognition. Antonio Torralba, Kevin P. Murphy, William T. Freeman, Mark A. Rubin |
| 2003 | Counting People in Crowds with a Real-Time Network of Simple Image Sensors. Danny B. Yang, Héctor H. González-Baños, Leonidas J. Guibas |
| 2003 | Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment. Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen |
| 2003 | Dealing with Textureless Regions and Specular Highlights - A Progressive Space Carving Scheme Using a Novel Photo-consistency Measure. Ruigang Yang, Marc Pollefeys, Greg Welch |
| 2003 | Determining Reflectance and Light Position from a Single Image Without Distant Illumination Assumption. Kenji Hara, Ko Nishino, Katsushi Ikeuchi |
| 2003 | Dominant Sets and Hierarchical Clustering. Massimiliano Pavan, Marcello Pelillo |
| 2003 | Dynamic Stroke Information Analysis for Video-Based Handwritten Chinese Character Recognition. Feng Lin, Xiaoou Tang |
| 2003 | Edit Distance From Graph Spectra. Antonio Robles-Kelly, Edwin R. Hancock |
| 2003 | Efficient, Robust and Accurate Fitting of a 3D Morphable Model. Sami Romdhani, Thomas Vetter |
| 2003 | Epitomic analysis of appearance and shape. Nebojsa Jojic, Brendan J. Frey, Anitha Kannan |
| 2003 | Eye Gaze Estimation from a Single Image of One Eye. Jian-Gang Wang, Eric Sung, Ronda Venkateswarlu |
| 2003 | Face Sketch Synthesis and Recognition. Xiaoou Tang, Xiaogang Wang |
| 2003 | Fast Intensity-based 2D-3D Image Registration of Clinical Data Using Light Fields. Daniel B. Russakoff, Torsten Rohlfing, Calvin R. Maurer Jr. |
| 2003 | Fast Stereo Matching Using Reliability-Based Dynamic Programming and Consistency Constraints. Minglun Gong, Yee-Hong Yang |
| 2003 | Fast Vehicle Detection with Probabilistic Feature Grouping and its Application to Vehicle Tracking. Zu Whan Kim, Jitendra Malik |
| 2003 | Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach. Lior Wolf, Amnon Shashua |
| 2003 | Fragmentation in the Vision of Scenes. Jan-Mark Geusebroek, Arnold W. M. Smeulders |
| 2003 | Gaze Manipulation for One-to-one Teleconferencing. Antonio Criminisi, Jamie Shotton, Andrew Blake, Philip H. S. Torr |
| 2003 | Good continuations in digital image level lines. Frédéric Cao |
| 2003 | Graph Partition by Swendsen-Wang Cuts. Adrian Barbu, Song Chun Zhu |
| 2003 | Highlight Removal by Illumination-Constrained Inpainting. Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum |
| 2003 | Image Parsing: Unifying Segmentation, Detection, and Recognition. Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu |
| 2003 | Image Registration with Global and Local Luminance Alignment. Jiaya Jia, Chi-Keung Tang |
| 2003 | Images as Bags of Pixels. Tony Jebara |
| 2003 | Improved Fast Gauss Transform and Efficient Kernel Density Estimation. Changjiang Yang, Ramani Duraiswami, Nail A. Gumerov, Larry S. Davis |
| 2003 | Inferring 3D Structure with a Statistical Image-Based Shape Model. Kristen Grauman, Gregory Shakhnarovich, Trevor Darrell |
| 2003 | Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking. Joachim Denzler, Matthias Zobel, Heinrich Niemann |
| 2003 | Integrated Edge and Junction Detection with the Boundary Tensor. Ullrich Köthe |
| 2003 | Joint Region Tracking with Switching Hypothesized Measurements. Yang Wang, Tele Tan, Kia-Fock Loe |
| 2003 | Learning How to Inpaint from Global Image Statistics. Anat Levin, Assaf Zomet, Yair Weiss |
| 2003 | Learning Pedestrian Models for Silhouette Refinement. L. Lee, Gerald Dalley, Kinh Tieu |
| 2003 | Learning a Classification Model for Segmentation. Xiaofeng Ren, Jitendra Malik |
| 2003 | Learning a Locality Preserving Subspace for Visual Recognition. Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang |
| 2003 | Machine Learning and Multiscale Methods in the Identification of Bivalve Larvae. Sanjay Tiwari, Scott Gallager |
| 2003 | Mean Shift Based Clustering in High Dimensions: A Texture Classification Example. Bogdan Georgescu, Ilan Shimshoni, Peter Meer |
| 2003 | Meshfree Particle Method. Huafeng Liu, Pengcheng Shi |
| 2003 | Minimally-Supervised Classification using Multiple Observation Sets. Chris Stauffer |
| 2003 | Minimum Risk Distance Measure for Object Recognition. Shyjan Mahamud, Martial Hebert |
| 2003 | Modeling Textured Motion : Particle, Wave and Sketch. Yizhou Wang, Song Chun Zhu |
| 2003 | Multiclass Spectral Clustering. Stella X. Yu, Jianbo Shi |
| 2003 | Multiple-View Structure and Motion From Line Correspondences. Adrien Bartoli, Peter F. Sturm |
| 2003 | Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection. Moumen T. El-Melegy, Aly A. Farag |
| 2003 | Object Recognition with Informative Features and Linear Classification. Michel Vidal-Naquet, Shimon Ullman |
| 2003 | Obstacle Detection Using Projective Invariant and Vanishing Lines. Ryuzo Okada, Yasuhiro Taniguchi, Kenji Furukawa, Kazunori Onoguchi |
| 2003 | On Exploiting Occlusions in Multiple-view Geometry. Paolo Favaro, Alessandro Duci, Yi Ma, Stefano Soatto |
| 2003 | On the Use of Marginal Statistics of Subband Images. Joshua Gluckman |
| 2003 | On-Line Selection of Discriminative Tracking Features. Robert T. Collins, Yanxi Liu |
| 2003 | Outlier Correction in Image Sequences for the Affine Camera. Du Q. Huynh, R. Hartley, Anders Heyden |
| 2003 | Phenomenological Eigenfunctions for Image Irradiance. Peter Nillius, Jan-Olof Eklundh |
| 2003 | Preemptive RANSAC for Live Structure and Motion Estimation. David Nistér |
| 2003 | Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework. Shuicheng Yan, Mingjing Li, HongJiang Zhang, QianSheng Cheng |
| 2003 | Recognition with Local Features: the Kernel Recipe. Christian Wallraven, Barbara Caputo, Arnulf B. A. Graf |
| 2003 | Regression based Bandwidth Selection for Segmentation using Parzen Windows. Maneesh Kumar Singh, Narendra Ahuja |
| 2003 | Reinforcement Learning for Combining Relevance Feedback Techniques. Peng-Yeng Yin, Bir Bhanu, Kuang-Cheng Chang, Anlei Dong |
| 2003 | Segmenting Foreground Objects from a Dynamic Textured Background via a Robust Kalman Filter. Jing Zhong, Stan Sclaroff |
| 2003 | Selection of Scale-Invariant Parts for Object Class Recognition. Gyuri Dorkó, Cordelia Schmid |
| 2003 | Shape Gradients for Histogram Segmentation using Active Contours. Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert, Olivier D. Faugeras |
| 2003 | Shape Representation via Harmonic Embedding. Alessandro Duci, Anthony J. Yezzi, Sanjoy K. Mitter, Stefano Soatto |
| 2003 | Shape and Motion under Varying Illumination: Unifying Structure from Motion, Photometric Stereo, and Multi-view Stereo. Li Zhang, Brian Curless, Aaron Hertzmann, Steven M. Seitz |
| 2003 | Space-time Interest Points. Ivan Laptev, Tony Lindeberg |
| 2003 | Statistical Background Subtraction for a Mobile Observer. Eric Hayman, Jan-Olof Eklundh |
| 2003 | Surface Classification Using Conformal Structures. Xianfeng Gu, Shing-Tung Yau |
| 2003 | Surface Reconstruction from Feature Based Stereo. Camillo J. Taylor |
| 2003 | Surface Reflectance Modeling of Real Objects with Interreflections. Takashi Machida, Naokazu Yokoya, Haruo Takemura |
| 2003 | Texture Segmentation by Multiscale Aggregation of Filter Responses and Shape Elements. Meirav Galun, Eitan Sharon, Ronen Basri, Achi Brandt |
| 2003 | The Catchment Feature Model for Multimodal Language Analysis. Francis K. H. Quek |
| 2003 | The Local Projective Shape of Smooth Surfaces and their Outlines. Svetlana Lazebnik, Jean Ponce |
| 2003 | Two-Frame Wide Baseline Matching. Jiangjian Xiao, Mubarak Shah |
| 2003 | Unified Subspace Analysis for Face Recognition. Xiaogang Wang, Xiaoou Tang |
| 2003 | Unsupervised Image Translation. Rómer Rosales, Kannan Achan, Brendan J. Frey |
| 2003 | Unsupervised Improvement of Visual Detectors using Co-Training. Anat Levin, Paul A. Viola, Yoav Freund |
| 2003 | Using Temporal Coherence to Build Models of Animals. Deva Ramanan, David A. Forsyth |
| 2003 | Variable Bandwidth QMDPE and Its Application in Robust Optical Flow Estimation. Hanzi Wang, David Suter |
| 2003 | Variational Frameworks for DT-MRI Estimation, Regularization and Visualization. David Tschumperlé, Rachid Deriche |
| 2003 | Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures. Jean-Philippe Pons, Renaud Keriven, Olivier D. Faugeras, Gerardo Hermosillo |
| 2003 | Video Input Driven Animation (VIDA). Meng Sun, Allan D. Jepson, Eugene Fiume |
| 2003 | Voxel Carving for Specular Surfaces. Thomas Bonfort, Peter F. Sturm |