| 2003 | "Perspective Shape from Shading" and Viscosity Solutions. Emmanuel Prados, Olivier D. Faugeras |
| 2003 | 3D Tracking = Classification + Interpolation. Carlo Tomasi, Slav Petrov, Arvind Sastry |
| 2003 | A Background Layer Model for Object Tracking Through Occlusion. Yue Zhou, Hai Tao |
| 2003 | A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories. Li Fei-Fei, Robert Fergus, Pietro Perona |
| 2003 | A Caratheodory-Fejer Approach to Robust Multiframe Tracking. Octavia I. Camps, Hwasup Lim, Cecilia Mazzaro, Mario Sznaier |
| 2003 | A Class of Photometric Invariants: Separating Material from Shape and Illumination. Srinivasa G. Narasimhan, Visvanathan Ramesh, Shree K. Nayar |
| 2003 | A New Paradigm for Recognizing 3-D Object Shapes from Range Data. Salvador Ruiz-Correa, Linda G. Shapiro, Marina Meila |
| 2003 | A New Perspective [on] Shape-from-Shading. Ariel Tankus, Nir A. Sochen, Yehezkel Yeshurun |
| 2003 | A Novel Approach For Texture Shape Recovery. Jing Wang, Kristin J. Dana |
| 2003 | A Theory of Multiplexed Illumination. Yoav Y. Schechner, Shree K. Nayar, Peter N. Belhumeur |
| 2003 | Adaptive Dynamic Range Imaging: Optical Control of Pixel Exposures Over Space and Time. Shree K. Nayar, Vlad Branzoi |
| 2003 | An affine invariant deformable shape representation for general curves. Anders Ericsson, Kalle Åström |
| 2003 | Appearance Sampling for Obtaining A Set of Basis Images for Variable Illumination. Imari Sato, Takahiro Okabe, Yoichi Sato, Katsushi Ikeuchi |
| 2003 | Assessing Accuracy Factors in Deformable 2D/3D Medical Image Registration Using a Statistical Pelvis Model. Jianhua Yao, Russell H. Taylor |
| 2003 | Autocalibration of a Projector-Screen-Camera System: Theory and Algorithm for Screen-to-Camera Homography Estimation. Takayuki Okatani, Koichiro Deguchi |
| 2003 | Background Modeling and Subtraction of Dynamic Scenes. Antoine Monnet, Anurag Mittal, Nikos Paragios, Visvanathan Ramesh |
| 2003 | Bayesian Clustering of Optical Flow Fields. Jesse Hoey, James J. Little |
| 2003 | Binocular Helmholtz Stereopsis. Todd E. Zickler, Jeffrey Ho, David J. Kriegman, Jean Ponce, Peter N. Belhumeur |
| 2003 | Camera Calibration with Known Rotation. Jan-Michael Frahm, Reinhard Koch |
| 2003 | Camera calibration using spheres: A semi-definite programming approach. Motilal Agrawal, Larry S. Davis |
| 2003 | Capturing Subtle Facial Motions in 3D Face Tracking. Zhen Wen, Thomas S. Huang |
| 2003 | Catadioptric Camera Calibration Using Geometric Invariants. Xianghua Ying, Zhanyi Hu |
| 2003 | Color Edge Detection by Photometric Quasi-Invariants. Joost van de Weijer, Theo Gevers, Jan-Mark Geusebroek |
| 2003 | Combinatorial Constraints on Multiple Projections of a Set of Points. Tomás Werner |
| 2003 | Combining Gradient and Albedo Data for Rotation Invariant Classification of 3D Surface Texture. Jiahua Wu, Mike J. Chantler |
| 2003 | Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters. Marshall F. Tappen, William T. Freeman |
| 2003 | Computing MAP trajectories by representing, propagating and combining PDFs over groups. Paul Smith, Tom Drummond, Kimon Roussopoulos |
| 2003 | Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection. Xiang Sean Zhou, Dorin Comaniciu, Arun Krishnan |
| 2003 | Constraining Human Body Tracking. David Demirdjian, Teresa Ko, Trevor Darrell |
| 2003 | Controlling Model Complexity in Flow Estimation. Zoran Duric, Fayin Li, Harry Wechsler, Vladimir Cherkassky |
| 2003 | Dense Matching of Multiple Wide-baseline Views. Christoph Strecha, Tinne Tuytelaars, Luc Van Gool |
| 2003 | Dense Shape Reconstruction of a Moving Object under Arbitrary, Unknown Lighting. Denis Simakov, Darya Frolova, Ronen Basri |
| 2003 | Detecting Pedestrians Using Patterns of Motion and Appearance. Paul A. Viola, Michael J. Jones, Daniel Snow |
| 2003 | Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification. Sanjiv Kumar, Martial Hebert |
| 2003 | Dynamic Texture Segmentation. Gianfranco Doretto, Daniel Cremers, Paolo Favaro, Stefano Soatto |
| 2003 | Entropy-of-likelihood Feature Selection for Image Correspondence. Matthew Toews, Tal Arbel |
| 2003 | Eye Design in the Plenoptic Space of Light Rays. Jan Neumann, Cornelia Fermüller, Yiannis Aloimonos |
| 2003 | Facial Expression Decomposition. Hongcheng Wang, Narendra Ahuja |
| 2003 | Facial Expression Understanding in Image Sequences Using Dynamic and Active Visual Information Fusion. Yongmian Zhang, Qiang Ji |
| 2003 | Fast Pose Estimation with Parameter-Sensitive Hashing. Gregory Shakhnarovich, Paul A. Viola, Trevor Darrell |
| 2003 | Filtering Using a Tree-Based Estimator. Bjoern Stenger, Arasanathan Thayananthan, Philip H. S. Torr, Roberto Cipolla |
| 2003 | Fusion of Static and Dynamic Body Biometrics for Gait Recognition. Liang Wang, Huazhong Ning, Tieniu Tan, Weiming Hu |
| 2003 | Gamut Constrained Illuminant Estimation. Graham D. Finlayson, Steven D. Hordley, Ingeborg Tastl |
| 2003 | Geometric Segmentation of Perspective Images Based on Symmetry Groups. Allen Y. Yang, Shankar R. Rao, Kun Huang, Wei Hong, Yi Ma |
| 2003 | Globally Convergent Autocalibration. Arrigo Benedetti, Alessandro Busti, Michela Farenzena, Andrea Fusiello |
| 2003 | High resolution terrain mapping using low altitude aerial stereo imagery. Il-Kyun Jung, Simon Lacroix |
| 2003 | How To Deal with Point Correspondences and Tangential Velocities in the Level Set Framework. Jean-Philippe Pons, Gerardo Hermosillo, Renaud Keriven, Olivier D. Faugeras |
| 2003 | Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences. Robert Pless |
| 2003 | Image Statistics and Anisotropic Diffusion. Hanno Scharr, Michael J. Black, Horst W. Haussecker |
| 2003 | Image-based rendering using image-based priors. Andrew W. Fitzgibbon, Yonatan Wexler, Andrew Zisserman |
| 2003 | Incorporating the Torrance and Sparrow Model of Reflectance in Uncalibrated Photometric Stereo. Athinodoros S. Georghiades |
| 2003 | Landmark-based Shape Deformation with Topology-Preserving Constraints. Song Wang, Jim Xiuquan Ji, Zhi-Pei Liang |
| 2003 | Large-Scale Event Detection Using Semi-Hidden Markov Models. Somboon Hongeng, Ramakant Nevatia |
| 2003 | Learning and Inferring Image Segmentations using the GBP Typical Cut Algorithm. Noam Shental, Assaf Zomet, Tomer Hertz, Yair Weiss |
| 2003 | Linear Multi-View Reconstruction of Points, Lines, Planes and Cameras using a Reference Plane. Carsten Rother |
| 2003 | Maintaining Multi-Modality through Mixture Tracking. Jaco Vermaak, Arnaud Doucet, Patrick Pérez |
| 2003 | Markov-Based Failure Prediction for Human Motion Analysis. Shiloh L. Dockstader, Nikita S. Imennov, A. Murat Tekalp |
| 2003 | Mirrors in motion: Epipolar geometry and motion estimation. Christopher Geyer, Kostas Daniilidis |
| 2003 | Model-Based Multiple View Reconstruction of People. Jonathan Starck, Adrian Hilton |
| 2003 | Multiple-cue Illumination Estimation in Textured Scenes. Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum |
| 2003 | Multiview Reconstruction of Space Curves. Fredrik Kahl, Jonas August |
| 2003 | Natural Image Statistics for Natural Image Segmentation. Matthias Heiler, Christoph Schnörr |
| 2003 | On the Epipolar Geometry of the Crossed-Slits Projection. Doron Feldman, Tomás Pajdla, Daphna Weinshall |
| 2003 | Paracatadioptric Camera Calibration Using Lines. João Pedro Barreto, Helder Araújo |
| 2003 | Photo-Consistent 3D Fire by Flame-Sheet Decomposition. Samuel W. Hasinoff, Kiriakos N. Kutulakos |
| 2003 | Plane-based Calibration Algorithm for Multi-camera Systems via Factorization of Homography Matrices. Toshio Ueshiba, Fumiaki Tomita |
| 2003 | Polarization-based Inverse Rendering from a Single View. Daisuke Miyazaki, Robby T. Tan, Kenji Hara, Katsushi Ikeuchi |
| 2003 | Polarization-based Transparent Surface Modeling from Two Views. Daisuke Miyazaki, Masataka Kagesawa, Katsushi Ikeuchi |
| 2003 | Probabilistic Bilinear Models for Appearance-Based Vision. David B. Grimes, Aaron P. Shon, Rajesh P. N. Rao |
| 2003 | Real Time Pattern Matching Using Projection Kernels. Yacov Hel-Or, Hagit Hel-Or |
| 2003 | Real-Time Simultaneous Localisation and Mapping with a Single Camera. Andrew J. Davison |
| 2003 | Recognising Panoramas. Matthew Brown, David G. Lowe |
| 2003 | Recognition of Group Activities using Dynamic Probabilistic Networks. Shaogang Gong, Tao Xiang |
| 2003 | Recognizing Action at a Distance. Alexei A. Efros, Alexander C. Berg, Greg Mori, Jitendra Malik |
| 2003 | Recognizing Human Action Efforts: An Adaptive Three-Mode PCA Framework. James W. Davis, Hui Gao |
| 2003 | Recovery of Epipolar Geometry as a Manifold Fitting Problem. Liran Goshen, Ilan Shimshoni, P. Anandan, Daniel Keren |
| 2003 | Reflectance-based Classification of Color Edges. Theo Gevers |
| 2003 | Reliable Recovery of Piled Box-like Objects via Parabolically Deformable Superquadrics. Dimitrios Katsoulas |
| 2003 | Robust Regression with Projection Based M-estimators. Haifeng Chen, Peter Meer |
| 2003 | SVM-based Nonparametric Discriminant Analysis, An Application to Face Detection. Rik Fransens, Jan De Prins, Luc Van Gool |
| 2003 | Scene Modeling Based on Constraint System Decomposition Techniques. Marta Wilczkowiak, Gilles Trombettoni, Christophe Jermann, Peter F. Sturm, Edmond Boyer |
| 2003 | Separating Reflection Components of Textured Surfaces using a Single Image. Robby T. Tan, Katsushi Ikeuchi |
| 2003 | Spectral Partitioning for Structure from Motion. Drew Steedly, Irfan A. Essa, Frank Dellaert |
| 2003 | Stochastic Refinement of the Visual Hull to Satisfy Photometric and Silhouette Consistency Constraints. John Isidoro, Stan Sclaroff |
| 2003 | Surface Reconstruction by Integrating 3D and 2D Data of Multiple Views. Maxime Lhuillier, Long Quan |
| 2003 | Tales of Shape and Radiance in Multi-view Stereo. Stefano Soatto, Anthony J. Yezzi, Hailin Jin |
| 2003 | The Beltrami Flow over Implicit Manifolds. Nir A. Sochen, Rachid Deriche, Lucero Lopez Perez |
| 2003 | Towards Direct Recovery of Shape and Motion Parameters from Image Sequences. Stephen Benoit, Frank P. Ferrie |
| 2003 | Towards Gauge Invariant Bundle Adjustment: A Solution Based on Gauge Dependent Damping. Adrien Bartoli |
| 2003 | Towards a Mathematical Theory of Primal Sketch and Sketchability. Cheng-en Guo, Song Chun Zhu, Ying Nian Wu |
| 2003 | Tracking Across Multiple Cameras With Disjoint Views. Omar Javed, Zeeshan Rasheed, Khurram Shafique, Mubarak Shah |
| 2003 | Tracking Articulated Body by Dynamic Markov Network. Ying Wu, Gang Hua, Ting Yu |
| 2003 | Tracking Articulated Hand Motion with Eigen Dynamics Analysis. Hanning Zhou, Thomas S. Huang |
| 2003 | Tracking Objects Using Density Matching and Shape Priors. Tao Zhang, Daniel Freedman |
| 2003 | Unsupervised Non-parametric Region Segmentation Using Level Sets. Timor Kadir, Michael Brady |
| 2003 | Using Specularities for Recognition. Margarita Osadchy, David W. Jacobs, Ravi Ramamoorthi |
| 2003 | Using prior shape and intensity profile in medical image segmentation. Yunmei Chen, Feng Huang, Hemant D. Tagare, Murali Rao, David Clifford Wilson, Edward A. Geiser |
| 2003 | Variational Space-Time Motion Segmentation. Daniel Cremers, Stefano Soatto |
| 2003 | Video Google: A Text Retrieval Approach to Object Matching in Videos. Josef Sivic, Andrew Zisserman |
| 2003 | View-invariant Alignment and Matching of Video Sequences. Cen Rao, Alexei Gritai, Mubarak Shah, Tanveer Fathima Syeda-Mahmood |
| 2003 | Visual Correspondence Using Energy Minimization and Mutual Information. Junhwan Kim, Vladimir Kolmogorov, Ramin Zabih |
| 2003 | Weighted and Robust Incremental Method for Subspace Learning. Danijel Skocaj, Ales Leonardis |
| 2003 | What Does Motion Reveal About Transparency? Moshe Ben-Ezra, Shree K. Nayar |