CVPR 2003: Madison, WI, USA - Volume 1

Illumination- and Appearance-Based Matching

• Yasuyuki Matsushita, Ko Nishino, Katsushi Ikeuchi, Masao Sakauchi:
  Illumination Normalization with Time-dependent Intrinsic Images for Video Surveillance. 3-10
  
• Jeffrey Ho, Ming-Hsuan Yang, Jongwoo Lim, Kuang-Chih Lee, David J. Kriegman:
  Clustering Appearances of Objects Under Varying Illumination Conditions. 11-18
  
• Lei Zhang, Dimitris Samaras:
  Face Recognition Under Variable Lighting using Harmonic Image Exemplars. 19-25
  
• Andrew W. Fitzgibbon, Andrew Zisserman:
  Joint Manifold Distance: a new approach to appearance based clustering. 26-36
  

Motion and Layers

• Josh Wills, Sameer Agarwal, Serge Belongie:
  What Went Where. 37-44
  
• Brendan J. Frey, Nebojsa Jojic, Anitha Kannan:
  Learning Appearance and Transparency Manifolds of Occluded Objects in Layers. 45-52
  
• Daniel Cremers:
  A Variational Framework for Image Segmentation Combining Motion Estimation and Shape Regularization. 53-58
  
• Dorin Comaniciu:
  Nonparametric Information Fusion for Motion Estimation. 59-68
  

Tracking I

• Cristian Sminchisescu, Bill Triggs:
  Kinematic Jump Processes For Monocular 3D Human Tracking. 69-76
  
• German K. M. Cheung, Simon Baker, Takeo Kanade:
  Shape-From-Silhouette of Articulated Objects and its Use for Human Body Kinematics Estimation and Motion Capture. 77-84
  
• Shai Avidan:
  Subset Selection for Efficient SVM Tracking. 85-94
  

Shape

• P. Thomas Fletcher, Conglin Lu, Sarang C. Joshi:
  Statistics of Shape via Principal Geodesic Analysis on Lie Groups. 95-101
  
• Pedro F. Felzenszwalb:
  Representation and Detection of Deformable Shapes. 102-108
  
• Yi Zhou, Lie Gu, HongJiang Zhang:
  Bayesian Tangent Shape Model: Estimating Shape and Pose Parameters via Bayesian Inference. 109-118
  

Recognition I

• Sanjiv Kumar, Martial Hebert:
  Man-Made Structure Detection in Natural Images using a Causal Multiscale Random Field. 119-126
  
• Arasanathan Thayananthan, Bjoern Stenger, Philip H. S. Torr, Roberto Cipolla:
  Shape Context and Chamfer Matching in Cluttered Scenes. 127-133
  
• Greg Mori, Jitendra Malik:
  Recognizing Objects in Adversarial Clutter: Breaking a Visual CAPTCHA. 134-144
  

Segmentation and Medical Image Analysis

• Massimiliano Pavan, Marcello Pelillo:
  Graph-Theoretic Approach to Clustering and Segmentation. 145-152
  
• Xiao Han, Chenyang Xu, Jerry L. Prince:
  A 2D Moving Grid Geometric Deformable Model. 153-160
  
• Huafeng Liu, Pengcheng Shi:
  Simultaneous Estimation of Left Ventricular Motion and Material Properties with Maximum a Posteriori Strategy. 161-170
  

3D Reconstruction I

• Hailin Jin, Stefano Soatto, Anthony J. Yezzi:
  Multi-view Stereo Beyond Lambert. 171-178
  
• Paolo Favaro, Stanley Osher, Stefano Soatto, Luminita A. Vese:
  3D Shape from Anisotropic Diffusion. 179-186
  
• Kristen Grauman, Gregory Shakhnarovich, Trevor Darrell:
  A Bayesian Approach to Image-Based Visual Hull Reconstruction. 187-194
  
• Daniel Scharstein, Richard Szeliski:
  High-Accuracy Stereo Depth Maps Using Structured Light. 195-202
  
• Ahmad Darabiha, Jonathan Rose, W. James MacLean:
  Video-Rate Stereo Depth Measurement on Programmable Hardware. 203-210
  
• Ruigang Yang, Marc Pollefeys:
  Multi-Resolution Real-Time Stereo on Commodity Graphics Hardware. 211-220
  

Recognition I

• Takahiro Okabe, Yoichi Sato:
  Object Recognition Based on Photometric Alignment Using RANSAC. 221-228
  
• Xiuwen Liu, Anuj Srivastava, Kyle Gallivan:
  Optimal Linear Representations of Images for Object Recognition. 229-234
  
• Amit Singhal, Jiebo Luo, Weiyu Zhu:
  Probabilistic Spatial Context Models for Scene Content Understanding. 235-241
  
• Hao Zhang, Jitendra Malik:
  Learning a discriminative classifier using shape context distances. 242-247
  
• Shyjan Mahamud, Martial Hebert:
  The Optimal Distance Measure for Object Detection. 248-258
  

Tracking I

• Chris Stauffer, Kinh Tieu:
  Automated multi-camera planar tracking correspondence modeling. 259-266
  
• Jinman Kang, Isaac Cohen, Gérard G. Medioni:
  Continuous Tracking Within and Across Camera Streams. 267-272
  
• Ben Tordoff, David W. Murray:
  Resolution vs. tracking error: zoom as a gain controller. 273-280
  
• Vincent Lepetit, Ali Shahrokni, Pascal Fua:
  Robust Data Association For Online Applications. 281-288
  
• Michael A. Greminger, Bradley J. Nelson:
  Deformable Object Tracking Using the Boundary Element Method. 289-294
  
• Ying Wu, Gang Hua, Ting Yu:
  Switching Observation Models for Contour Tracking in Clutter. 295-304
  

Face Detection and Recognition

• Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov:
  Face Authentication using the Trace Transform. 305-312
  
• Kuang-Chih Lee, Jeffrey Ho, Ming-Hsuan Yang, David J. Kriegman:
  Video-Based Face Recognition Using Probabilistic Appearance Manifolds. 313-320
  
• Feng Jiao, Stan Z. Li, Heung-Yeung Shum, Dale Schuurmans:
  Face Alignment Using Statistical Models and Wavelet Features. 321-327
  
• Fuzhen Huang, Jianbo Su:
  Deformable Pedal Curves with Application to Face Contour Extraction. 328-333
  
• Zhihong Pan, Glenn Healey, Manish Prasad, Bruce J. Tromberg:
  Face Recognition in Hyperspectral Images. 334-339
  
• Xiaoming Liu, Tsuhan Chen:
  Video-Based Face Recognition Using Adaptive Hidden Markov Models. 340-345
  
• Guodong Guo, Charles R. Dyer:
  Simultaneous Feature Selection and Classifier Training via Linear Programming: A Case Study for Face Expression Recognition. 346-352
  
• Aleix M. Martínez:
  Recognizing Expression Variant Faces from a Single Sample Image per Class. 353-358
  
• Aziz Umit Batur, Monson H. Hayes:
  A Novel Convergence Scheme for Active Appearance Models. 359-368
  

Motion

• Tao Xiang, Loong Fah Cheong:
  Error Analysis of 3-D Motion Estimation Algorithms in the Differential Case. 369-374
  
• Jonathan Alon, Stan Sclaroff, George Kollios, Vladimir Pavlovic:
  Discovering Clusters in Motion Time-Series Data. 375-381
  
• Mircea Nicolescu, Gérard G. Medioni:
  Motion Segmentation with Accurate Boundaries - A Tensor Voting Approach. 382-389
  
• Qifa Ke, Takeo Kanade:
  Transforming Camera Geometry to A Virtual Downward-Looking Camera: Robust Ego-Motion Estimation and Ground-Layer Detection. 390-397
  
• François Deschênes, Djemel Ziou:
  Homotopy-Based Computation of Defocus Blur and Affine Transform. 398-404
  
• Rita Cucchiara, Andrea Prati, Roberto Vezzani:
  Object Segmentation in Videos from Moving Camera with MRFs on Color and Motion Features. 405-412
  

Learning and Statistical Methods I

• Jimmy Jiang Liu, Kia-Fock Loe:
  S-AdaBoost and Pattern Detection in Complex Environment. 413-418
  
• Chao Yuan, David Casasent:
  A Novel Support Vector Classifier with Better Rejection Performance. 419-424
  
• Ziqiang Liu, Hong Chen, Heung-Yeung Shum:
  An Efficient Approach to Learning Inhomogeneous Gibbs Model. 425-431
  
• Takayuki Okatani, Koichiro Deguchi:
  Toward a Statistically Optimal Method for Estimating Geometric Relations from Noisy Data: Cases of Linear Relations. 432-439
  
• Zhaohui Sun:
  Adaptation For Multiple Cue Integration. 440-448
  

Medical Image Analysis

• Sylvain Bouix, Kaleem Siddiqi, Allen Tannenbaum:
  Flux Driven Fly Throughs. 449-454
  
• Benjamin Maurin, Christophe Doignon, Michel de Mathelin, Afshin Gangi:
  Pose reconstruction with an uncalibrated Computed Tomography imaging device. 455-460
  
• Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci:
  Simultaneous Smoothing and Estimation of the Tensor Field from Diffusion Tens or MRI. 461-466
  
• Moo K. Chung, Keith J. Worsley, Steve Robbins, Alan C. Evans:
  Tensor-based Brain Surface Modeling and Analysi. 467-476
  

Calibration and Structure from Motion

• Adrien Bartoli, Richard I. Hartley, Fredrik Kahl:
  Motion From 3D Line Correspondences: Linear and Non-Linear Solutions. 477-484
  
• Branislav Micusík, Tomás Pajdla:
  Estimation of omnidirectional camera model from epipolar geometry. 485-490
  
• Pierre Gurdjos, Peter F. Sturm:
  Methods and Geometry for Plane-Based Self-Calibration. 491-496
  
• Daniel Martinec, Tomás Pajdla:
  Line Reconstruction from Many Perspective Images by Factorization. 497-502
  
• Joss Knight, Andrew Zisserman, Ian D. Reid:
  Linear Auto-Calibration for Ground Plane Motion. 503-510
  
• Richard I. Hartley, Fredrik Kahl:
  A Critical Configuration for Reconstruction from Rectilinear Motion. 511-517
  
• Noam Levi, Michael Werman:
  The Viewing Graph. 518-524
  

3D Reconstruction

• Anthony J. Yezzi, Stefano Soatto:
  Structure From Motion for Scenes Without Features. 525-532
  
• Aaron Hertzmann, Steven M. Seitz:
  Shape and Materials by Example: A Photometric Stereo Approach. 533-540
  
• Peter H. Tu, Paulo R. S. Mendonça:
  Surface Reconstruction via Helmholtz Reciprocity with a Single Image Pair. 541-547
  
• Todd Zickler, Peter N. Belhumeur, David J. Kriegman:
  Toward a Stratification of Helmholtz Stereopsis. 548-555
  
• Olga Veksler:
  Fast Variable Window for Stereo Correspondence using Integral Images. 556-564
  

Face and Gesture

• Sanshzar Kettebekov, Mohammed Yeasin, Rajeev Sharma:
  Improving Continuous Gesture Recognition with Spoken Prosody. 565-570
  
• Ahmed M. Elgammal, Vinay D. Shet, Yaser Yacoob, Larry S. Davis:
  Learning Dynamics for Exemplar-based Gesture Recognition . 571-578
  
• Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Seok-Cheol Kee, Josef Kittler:
  Independent Component Analysis in a Facial Local Residue Space. 579-586
  
• Ce Liu, Heung-Yeung Shum:
  Kullback-Leibler Boosting. 587-594
  
• Ira Cohen, Nicu Sebe, Fabio Gagliardi Cozman, Marcelo Cesar Cirelo, Thomas S. Huang:
  Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data. 595-604
  

Learning and Statistical Methods

• Erik B. Sudderth, Alexander T. Ihler, William T. Freeman, Alan S. Willsky:
  Nonparametric Belief Propagation. 605-612
  
• Michael Isard:
  PAMPAS: Real-Valued Graphical Models for Computer Vision. 613-620
  
• René Vidal, Yi Ma, Shankar Sastry:
  Generalized Principal Component Analysis (GPCA). 621-628
  
• Lei Wang, Kap Luk Chan, Zhihua Zhang:
  Bootstrapping SVM Active Learning by Incorporating Unlabelled Images for Image Retrieval. 629-634
  
• Lior Wolf, Amnon Shashua:
  Kernel Principal Angles for Classification Machines with Applications to Image Sequence Interpretation. 635-642
  

Illumination and Image Restoration

• Jiaya Jia, Chi-Keung Tang:
  Image Repairing: Robust Image Synthesis by Adaptive ND Tensor Voting. 643-650
  
• David Tschumperlé, Rachid Deriche:
  Vector-Valued Image Regularization with PDE's : A Common Framework for Different Applications. 651-656
  
• Moshe Ben-Ezra, Shree K. Nayar:
  Motion Deblurring Using Hybrid Imaging. 657-664
  
• Srinivasa G. Narasimhan, Shree K. Nayar:
  Shedding Light on the Weather. 665-672
  
• Robby T. Tan, Ko Nishino, Katsushi Ikeuchi:
  Illumination Chromaticity Estimation using Inverse-Intensity Chromaticity Space. 673-682
  

3D Reconstruction II

• Bastian Goldlücke, Marcus A. Magnor:
  Joint 3D-Reconstruction and Background Separation in Multiple Views using Graph Cuts. 683-688
  
• Olga Veksler:
  Extracting Dense Features for Visual Correspondence with Graph Cuts. 689-694
  
• Edmond Boyer, Jean-Sébastien Franco:
  A Hybrid Approach for Computing Visual Hulls of Complex Objects. 695-701
  
• Yanghai Tsin, Sing Bing Kang, Richard Szeliski:
  Stereo Matching with Reflections and Translucency. 702-709
  
• Michael H. Lin, Carlo Tomasi:
  Surfaces with Occlusions from Layered Stereo. 710-717
  
• Vittorio Ferrari, Tinne Tuytelaars, Luc J. Van Gool:
  Wide-baseline Multiple-view Correspondences. 718-728
  

Recognition II

• Baback Moghaddam, David Guillamet, Jordi Vitrià:
  Local Appearance-Based Models using High-Order Statistics of Image Features. 729-735
  
• Gustavo Carneiro, Allan D. Jepson:
  Multi-scale Phase-based Local Features. 736-743
  
• Gustavo Olague, Benjamín Hernández, Enrique Dunn:
  Hybrid Evolutionary Ridge Regression Approach for High-Accurate Corner Extraction. 744-749
  
• Chiung-Yao Fang, C. S. Fuh, Sei-Wang Chen, P. S. Yen:
  A Road Sign Recognition System Based on Dynamic Visual Model. 750-755
  
• Michael E. Farmer, Anil K. Jain:
  Occupant Classification System for Automotive Airbag Suppression. 756-761
  
• Nuno Vasconcelos:
  Feature Selection by Maximum Marginal Diversity: optimality and implications for visual recognition. 762-772
  

Tracking II

• Jaco Vermaak, Neil D. Lawrence, Patrick Pérez:
  Variational Inference for Visual Tracking. 773-780
  
• Ahmed M. Elgammal, Ramani Duraiswami, Larry S. Davis:
  Probabilistic Tracking in Joint Feature-Spatial Spaces. 781-788
  
• Ying Wu, Ting Yu, Gang Hua:
  Tracking Appearances with Occlusions. 789-795
  
• Toshimitsu Kaneko, Osamu Hori:
  Feature Selection for Reliable Tracking using Template Matching. 796-802
  
• Louis-Philippe Morency, Ali Rahimi, Trevor Darrell:
  Adaptive View-Based Appearance Models. 803-812
  

Shape

• Xinguo Liu, Robin Sun, Sing Bing Kang, Heung-Yeung Shum:
  Directional Histogram Model for Three-Dimensional Shape Similarity. 813-820
  
• Frederic F. Leymarie, Benjamin B. Kimia:
  Computation of the Shock Scaffold for Unorganized Point Clouds in 3D. 821-827
  
• Andrea Torsello, Edwin R. Hancock:
  Curvature Correction of the Hamilton-Jacobi Skeleton. 828-834
  
• Pavel Dimitrov, James N. Damon, Kaleem Siddiqi:
  Flux Invariants for Shape. 835-841
  
• Dragan Tubic, Patrick Hébert, Denis Laurendeau:
  3D Surface Modeling from Range Curves. 842-849
  
• Yakov Keselman, Ali Shokoufandeh, M. Fatih Demirci, Sven J. Dickinson:
  Many-to-Many Graph Matching via Metric Embedding. 850-857
  
• Daniel F. Huber, Martial Hebert:
  3D Modeling Using a Statistical Sensor Model and Stochastic Search. 858-866
  

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