ICCV 2003 - PDF Preprint Papers

ICCV 2003 IEEE International Conference on Computer Vision

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ICCV
2003
IEEE

210views Computer Vision» more ICCV 2003»

Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters

2 years 3 months ago

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Recent stereo algorithms have achieved impressive results by modelling the disparity image as a Markov Random Field (MRF). An important component of an MRF-based approach is the i...

Marshall F. Tappen, William T. Freeman

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Id	Views	Title	Status
1	210	Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters	claim
2	150	Real Time Pattern Matching Using Projection Kernels
3	127	Statistical Background Subtraction for a Mobile Observer	claim
4	117	Integrated Edge and Junction Detection with the Boundary Tensor	claim
5	111	An automatic drowning detection surveillance system for challenging outdoor pool environments	claim
6	107	Multiclass Spectral Clustering	claim
7	103	Model-Based Multiple View Reconstruction of People	claim
8	103	Video Input Driven Animation (VIDA)	claim
9	101	On-Line Selection of Discriminative Tracking Features	claim
10	101	Adaptive Dynamic Range Imaging: Optical Control of Pixel Exposures Over Space and Time	claim
11	97	Mean Shift Based Clustering in High Dimensions: A Texture Classification Example	claim
12	96	Two-Frame Wide Baseline Matching	claim
13	93	Highlight Removal by Illumination-Constrained Inpainting	claim
14	88	Assessing Accuracy Factors in Deformable 2D/3D Medical Image Registration Using a Statistical Pelvis Model	claim
15	83	Background Modeling and Subtraction of Dynamic Scenes	claim
16	81	Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment	claim
17	79	Recognition of Group Activities using Dynamic Probabilistic Networks	claim
18	79	Fast Vehicle Detection with Probabilistic Feature Grouping and its Application to Vehicle Tracking	claim
19	76	Unified Subspace Analysis for Face Recognition	claim
20	75	Shape and Motion under Varying Illumination: Unifying Structure from Motion, Photometric Stereo, and Multi-view Stereo	claim
21	74	Gaze Manipulation for One-to-one Teleconferencing	claim
22	72	Real-Time Simultaneous Localisation and Mapping with a Single Camera	claim
23	71	Geometric Segmentation of Perspective Images Based on Symmetry Groups	claim
24	70	A Multi-scale Generative Model for Animate Shapes and Parts	claim
25	69	Epitomic analysis of appearance and shape	claim
26	67	Incorporating the Torrance and Sparrow Model of Reflectance in Uncalibrated Photometric Stereo	claim
27	67	Inferring 3D Structure with a Statistical Image-Based Shape Model	claim
28	66	Computing Geodesics and Minimal Surfaces via Graph Cuts	claim
29	65	Improved Fast Gauss Transform and Efficient Kernel Density Estimation	claim
30	65	Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences	claim
31	64	Gamut Constrained Illuminant Estimation	claim
32	63	Minimum Risk Distance Measure for Object Recognition	claim
33	62	Camera calibration using spheres: A semi-definite programming approach	claim
34	62	Learning a Locality Preserving Subspace for Visual Recognition	claim
35	62	Using Temporal Coherence to Build Models of Animals	claim
36	61	Recognition with Local Features: the Kernel Recipe	claim
37	61	Calibrating pan-tilt cameras in wide-area surveillance networks	claim
38	61	A Class of Photometric Invariants: Separating Material from Shape and Illumination	claim
39	60	Voxel Carving for Specular Surfaces	claim
40	60	Texture Segmentation by Multiscale Aggregation of Filter Responses and Shape Elements	claim
41	60	How To Deal with Point Correspondences and Tangential Velocities in the Level Set Framework	claim
42	60	Automatic Video Summarization by Graph Modeling	claim
43	59	Space-time Interest Points	claim
44	59	Preemptive RANSAC for Live Structure and Motion Estimation	claim
45	58	Surface Reconstruction from Feature Based Stereo	claim
46	58	Photo-Consistent 3D Fire by Flame-Sheet Decomposition	claim
47	58	Surface Reconstruction by Integrating 3D and 2D Data of Multiple Views	claim
48	57	Color Edge Detection by Photometric Quasi-Invariants	claim
49	56	Learning a Classification Model for Segmentation	claim
50	56	Counting People in Crowds with a Real-Time Network of Simple Image Sensors	claim
51	55	Efficient, Robust and Accurate Fitting of a 3D Morphable Model	claim
52	55	Linear Multi-View Reconstruction of Points, Lines, Planes and Cameras using a Reference Plane	claim
53	55	Separating Reflection Components of Textured Surfaces using a Single Image	claim
54	55	Detecting Pedestrians Using Patterns of Motion and Appearance	claim
55	54	Fast Intensity-based 2D-3D Image Registration of Clinical Data Using Light Fields	claim
56	54	Fast Pose Estimation with Parameter-Sensitive Hashing	claim
57	54	Recognizing Human Action Efforts: An Adaptive Three-Mode PCA Framework	claim
58	54	Eye Gaze Estimation from a Single Image of One Eye	claim
59	53	Context-based vision system for place and object recognition	claim
60	53	Fusion of Static and Dynamic Body Biometrics for Gait Recognition	claim
61	53	Towards Direct Recovery of Shape and Motion Parameters from Image Sequences	claim
62	53	Meshfree Particle Method	claim
63	52	A Bayesian Network Framework for Relational Shape Matching	claim
64	52	Appearance Sampling for Obtaining A Set of Basis Images for Variable Illumination	claim
65	52	Catadioptric Camera Calibration Using Geometric Invariants	claim
66	52	A Model-Based Approach for Automated Feature Extraction in Fundus Images	claim
67	52	A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories	claim
68	52	Visual Correspondence Using Energy Minimization and Mutual Information	claim
69	51	Landmark-based Shape Deformation with Topology-Preserving Constraints	claim
70	51	Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework	claim
71	51	Globally Convergent Autocalibration	claim
72	51	High resolution terrain mapping using low altitude aerial stereo imagery	claim
73	50	Video Google: A Text Retrieval Approach to Object Matching in Videos	claim
74	50	Face Sketch Synthesis and Recognition	claim
75	50	A New Perspective [on] Shape-from-Shading	claim
76	50	3D Tracking = Classification + Interpolation	claim
77	50	Dynamic Texture Segmentation	claim
78	50	Multiple-cue Illumination Estimation in Textured Scenes	claim
79	49	A New Paradigm for Recognizing 3-D Object Shapes from Range Data	claim
80	49	A Theory of Multiplexed Illumination	claim
81	49	A Caratheodory-Fejer Approach to Robust Multiframe Tracking	claim
82	49	Plane-based Calibration Algorithm for Multi-camera Systems via Factorization of Homography Matrices	claim
83	49	Mirrors in motion: Epipolar geometry and motion estimation	claim
84	48	Dense Matching of Multiple Wide-baseline Views	claim
85	48	Machine Learning and Multiscale Methods in the Identification of Bivalve Larvae	claim
86	48	Facial Expression Understanding in Image Sequences Using Dynamic and Active Visual Information Fusion	claim
87	48	Graph Partition by Swendsen-Wang Cuts	claim
88	48	Constraining Human Body Tracking	claim
89	48	Recovery of Epipolar Geometry as a Manifold Fitting Problem	claim
90	48	Dynamic Stroke Information Analysis for Video-Based Handwritten Chinese Character Recognition	claim
91	47	Unsupervised Image Translation	claim
92	47	Dense Shape Reconstruction of a Moving Object under Arbitrary, Unknown Lighting	claim
93	47	Tales of Shape and Radiance in Multi-view Stereo	claim
94	47	Entropy-of-likelihood Feature Selection for Image Correspondence	claim
95	47	Good continuations in digital image level lines	claim
96	47	An affine invariant deformable shape representation for general curves	claim
97	47	Probabilistic Bilinear Models for Appearance-Based Vision	claim
98	47	Stochastic Refinement of the Visual Hull to Satisfy Photometric and Silhouette Consistency Constraints	claim
99	47	Image Registration with Global and Local Luminance Alignment	claim
100	47	Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification	claim
101	47	Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures	claim
102	46	Image Parsing: Unifying Segmentation, Detection, and Recognition	claim
103	46	Maintaining Multi-Modality through Mixture Tracking	claim
104	46	Fast Stereo Matching Using Reliability-Based Dynamic Programming and Consistency Constraints	claim
105	46	Image-based rendering using image-based priors	claim
106	45	Scene Modeling Based on Constraint System Decomposition Techniques	claim
107	45	Tracking Articulated Body by Dynamic Markov Network	claim
108	45	Paracatadioptric Camera Calibration Using Lines	claim
109	45	Calibration of a Hybrid Camera Network	claim
110	45	Reliable Recovery of Piled Box-like Objects via Parabolically Deformable Superquadrics	claim
111	45	Learning Pedestrian Models for Silhouette Refinement	claim
112	45	Using Specularities for Recognition	claim
113	45	Dominant Sets and Hierarchical Clustering	claim
114	44	What Does Motion Reveal About Transparency?	claim
115	44	Selection of Scale-Invariant Parts for Object Class Recognition	claim
116	44	Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection	claim
117	44	Bayesian Clustering of Optical Flow Fields	claim
118	44	Learning How to Inpaint from Global Image Statistics	claim
119	44	Polarization-based Transparent Surface Modeling from Two Views	claim
120	44	"Perspective Shape from Shading" and Viscosity Solutions	claim
121	43	A Novel Approach For Texture Shape Recovery	claim
122	43	Recognising Panoramas	claim
123	43	Multiple-View Structure and Motion From Line Correspondences	claim
124	43	Controlling Model Complexity in Flow Estimation	claim
125	43	A Segmentation Algorithm for Contrast-Enhanced Images	claim
126	42	View-invariant Alignment and Matching of Video Sequences	claim
127	42	Joint Region Tracking with Switching Hypothesized Measurements	claim
128	42	A Sparse Probabilistic Learning Algorithm for Real-Time Tracking	claim
129	42	Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking	claim
130	42	Shape Representation via Harmonic Embedding	claim
131	42	Polarization-based Inverse Rendering from a Single View	claim
132	41	Regression based Bandwidth Selection for Segmentation using Parzen Windows	claim
133	41	Boosting Chain Learning for Object Detection	claim
134	41	A Background Layer Model for Object Tracking Through Occlusion	claim
135	41	Surface Classification Using Conformal Structures	claim
136	41	Towards Gauge Invariant Bundle Adjustment: A Solution Based on Gauge Dependent Damping	claim
137	41	Unsupervised Non-parametric Region Segmentation Using Level Sets	claim
138	41	Recognizing Action at a Distance	claim
139	41	Fragmentation in the Vision of Scenes	claim
140	41	Multiview Reconstruction of Space Curves	claim
141	41	Combining Gradient and Albedo Data for Rotation Invariant Classification of 3D Surface Texture	claim
142	41	Phenomenological Eigenfunctions for Image Irradiance	claim
143	40	Weighted and Robust Incremental Method for Subspace Learning	claim
144	40	Binocular Helmholtz Stereopsis	claim
145	40	Tracking Objects Using Density Matching and Shape Priors	claim
146	40	Markov-Based Failure Prediction for Human Motion Analysis	claim
147	40	Robust Regression with Projection Based M-estimators	claim
148	40	Towards a Mathematical Theory of Primal Sketch and Sketchability	claim
149	40	Shape Gradients for Histogram Segmentation using Active Contours	claim
150	40	Eye Design in the Plenoptic Space of Light Rays	claim
151	39	Image Statistics and Anisotropic Diffusion	claim
152	39	Automatically Labeling Video Data Using Multi-class Active Learning	claim
153	39	Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection	claim
154	39	On Exploiting Occlusions in Multiple-view Geometry	claim
155	39	Camera Calibration with Known Rotation	claim
156	39	The Local Projective Shape of Smooth Surfaces and their Outlines	claim
157	38	Facial Expression Decomposition	claim
158	38	Tracking Across Multiple Cameras With Disjoint Views	claim
159	37	A Non-Iterative Greedy Algorithm for Multi-frame Point Correspondence	claim
160	37	Filtering Using a Tree-Based Estimator	claim
161	37	Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach	claim
162	37	Segmenting Foreground Objects from a Dynamic Textured Background via a Robust Kalman Filter	claim
163	37	Active Concept Learning for Image Retrieval in Dynamic Databases	claim
164	37	Tracking Articulated Hand Motion with Eigen Dynamics Analysis	claim
165	37	Images as Bags of Pixels	claim
166	37	Unsupervised Improvement of Visual Detectors using Co-Training	claim
167	36	Minimally-Supervised Classification using Multiple Observation Sets	claim
168	36	Variable Bandwidth QMDPE and Its Application in Robust Optical Flow Estimation	claim
169	36	Modeling Textured Motion : Particle, Wave and Sketch	claim
170	36	On the Use of Marginal Statistics of Subband Images	claim
171	34	Object Recognition with Informative Features and Linear Classification	claim
172	34	Variational Space-Time Motion Segmentation	claim
173	34	Natural Image Statistics for Natural Image Segmentation	claim
174	34	Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment	claim
175	34	Combinatorial Constraints on Multiple Projections of a Set of Points	claim
176	34	Circular Motion Geometry by Minimal 2 Points in 4 Images	claim
177	34	Surface Reflectance Modeling of Real Objects with Interreflections	claim
178	33	A Cylindrical Surface Model to Rectify the Bound Document Image	claim
179	33	The Catchment Feature Model for Multimodal Language Analysis	claim
180	33	Variational Frameworks for DT-MRI Estimation, Regularization and Visualization	claim
181	32	Spectral Partitioning for Structure from Motion	claim
182	31	Computing MAP trajectories by representing, propagating and combining PDFs over groups	claim
183	30	Edit Distance From Graph Spectra	claim
184	30	Reinforcement Learning for Combining Relevance Feedback Techniques	claim
185	29	On the Epipolar Geometry of the Crossed-Slits Projection	claim
186	27	SVM-based Nonparametric Discriminant Analysis, An Application to Face Detection	claim

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