ICCV 2003 - PDF Preprint Papers

ICCV 2003 IEEE International Conference on Computer Vision

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ICCV
2003
IEEE

417views Computer Vision» more ICCV 2003»

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

15 years 2 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	417	Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters	claim
2	369	Real Time Pattern Matching Using Projection Kernels
3	362	Multiclass Spectral Clustering	claim
4	339	Statistical Background Subtraction for a Mobile Observer	claim
5	309	On-Line Selection of Discriminative Tracking Features	claim
6	304	An automatic drowning detection surveillance system for challenging outdoor pool environments	claim
7	290	Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment	claim
8	283	Model-Based Multiple View Reconstruction of People	claim
9	279	Adaptive Dynamic Range Imaging: Optical Control of Pixel Exposures Over Space and Time	claim
10	274	Inferring 3D Structure with a Statistical Image-Based Shape Model	claim
11	268	Assessing Accuracy Factors in Deformable 2D/3D Medical Image Registration Using a Statistical Pelvis Model	claim
12	256	Mean Shift Based Clustering in High Dimensions: A Texture Classification Example	claim
13	254	Recognition of Group Activities using Dynamic Probabilistic Networks	claim
14	251	A Multi-scale Generative Model for Animate Shapes and Parts	claim
15	251	Learning a Locality Preserving Subspace for Visual Recognition	claim
16	251	Two-Frame Wide Baseline Matching	claim
17	248	Background Modeling and Subtraction of Dynamic Scenes	claim
18	243	Tracking Across Multiple Cameras With Disjoint Views	claim
19	241	Real-Time Simultaneous Localisation and Mapping with a Single Camera	claim
20	241	A Model-Based Approach for Automated Feature Extraction in Fundus Images	claim
21	240	Improved Fast Gauss Transform and Efficient Kernel Density Estimation	claim
22	236	Space-time Interest Points	claim
23	235	Surface Reconstruction by Integrating 3D and 2D Data of Multiple Views	claim
24	234	Integrated Edge and Junction Detection with the Boundary Tensor	claim
25	233	Epitomic analysis of appearance and shape	claim
26	229	Video Google: A Text Retrieval Approach to Object Matching in Videos	claim
27	228	Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures	claim
28	227	Automatic Video Summarization by Graph Modeling	claim
29	226	Shape and Motion under Varying Illumination: Unifying Structure from Motion, Photometric Stereo, and Multi-view Stereo	claim
30	224	Counting People in Crowds with a Real-Time Network of Simple Image Sensors	claim
31	222	Appearance Sampling for Obtaining A Set of Basis Images for Variable Illumination	claim
32	218	Highlight Removal by Illumination-Constrained Inpainting	claim
33	216	Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification	claim
34	216	Linear Multi-View Reconstruction of Points, Lines, Planes and Cameras using a Reference Plane	claim
35	216	Eye Gaze Estimation from a Single Image of One Eye	claim
36	215	Meshfree Particle Method	claim
37	213	Video Input Driven Animation (VIDA)	claim
38	208	A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories	claim
39	205	Computing Geodesics and Minimal Surfaces via Graph Cuts	claim
40	203	Incorporating the Torrance and Sparrow Model of Reflectance in Uncalibrated Photometric Stereo	claim
41	202	Camera calibration using spheres: A semi-definite programming approach	claim
42	202	A Class of Photometric Invariants: Separating Material from Shape and Illumination	claim
43	201	Recognition with Local Features: the Kernel Recipe	claim
44	201	Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection	claim
45	200	Visual Correspondence Using Energy Minimization and Mutual Information	claim
46	200	Using Temporal Coherence to Build Models of Animals	claim
47	199	A New Paradigm for Recognizing 3-D Object Shapes from Range Data	claim
48	198	Gaze Manipulation for One-to-one Teleconferencing	claim
49	198	High resolution terrain mapping using low altitude aerial stereo imagery	claim
50	196	Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences	claim
51	196	Context-based vision system for place and object recognition	claim
52	196	A Sparse Probabilistic Learning Algorithm for Real-Time Tracking	claim
53	196	Active Concept Learning for Image Retrieval in Dynamic Databases	claim
54	195	Fast Intensity-based 2D-3D Image Registration of Clinical Data Using Light Fields	claim
55	194	Fusion of Static and Dynamic Body Biometrics for Gait Recognition	claim
56	194	Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework	claim
57	193	Shape Gradients for Histogram Segmentation using Active Contours	claim
58	193	Fast Vehicle Detection with Probabilistic Feature Grouping and its Application to Vehicle Tracking	claim
59	192	Constraining Human Body Tracking	claim
60	191	Tracking Articulated Body by Dynamic Markov Network	claim
61	191	Gamut Constrained Illuminant Estimation	claim
62	189	Color Edge Detection by Photometric Quasi-Invariants	claim
63	188	Controlling Model Complexity in Flow Estimation	claim
64	188	Polarization-based Inverse Rendering from a Single View	claim
65	188	Modeling Textured Motion : Particle, Wave and Sketch	claim
66	187	Mirrors in motion: Epipolar geometry and motion estimation	claim
67	187	Unified Subspace Analysis for Face Recognition	claim
68	187	Boosting Chain Learning for Object Detection	claim
69	187	Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking	claim
70	186	Globally Convergent Autocalibration	claim
71	186	Dominant Sets and Hierarchical Clustering	claim
72	186	Maintaining Multi-Modality through Mixture Tracking	claim
73	185	Scene Modeling Based on Constraint System Decomposition Techniques	claim
74	183	Graph Partition by Swendsen-Wang Cuts	claim
75	183	Minimum Risk Distance Measure for Object Recognition	claim
76	183	Fast Pose Estimation with Parameter-Sensitive Hashing	claim
77	183	Automatically Labeling Video Data Using Multi-class Active Learning	claim
78	183	Catadioptric Camera Calibration Using Geometric Invariants	claim
79	182	Photo-Consistent 3D Fire by Flame-Sheet Decomposition	claim
80	181	Images as Bags of Pixels	claim
81	181	A Novel Approach For Texture Shape Recovery	claim
82	180	Filtering Using a Tree-Based Estimator	claim
83	180	3D Tracking = Classification + Interpolation	claim
84	180	A Background Layer Model for Object Tracking Through Occlusion	claim
85	179	Towards Direct Recovery of Shape and Motion Parameters from Image Sequences	claim
86	179	Camera Calibration with Known Rotation	claim
87	178	Voxel Carving for Specular Surfaces	claim
88	178	Calibration of a Hybrid Camera Network	claim
89	178	Machine Learning and Multiscale Methods in the Identification of Bivalve Larvae	claim
90	178	Image Parsing: Unifying Segmentation, Detection, and Recognition	claim
91	178	Combinatorial Constraints on Multiple Projections of a Set of Points	claim
92	178	Tracking Articulated Hand Motion with Eigen Dynamics Analysis	claim
93	177	Bayesian Clustering of Optical Flow Fields	claim
94	175	A Caratheodory-Fejer Approach to Robust Multiframe Tracking	claim
95	175	Geometric Segmentation of Perspective Images Based on Symmetry Groups	claim
96	171	Circular Motion Geometry by Minimal 2 Points in 4 Images	claim
97	171	Markov-Based Failure Prediction for Human Motion Analysis	claim
98	171	Selection of Scale-Invariant Parts for Object Class Recognition	claim
99	170	The Catchment Feature Model for Multimodal Language Analysis	claim
100	168	View-invariant Alignment and Matching of Video Sequences	claim
101	168	Separating Reflection Components of Textured Surfaces using a Single Image	claim
102	166	Landmark-based Shape Deformation with Topology-Preserving Constraints	claim
103	166	Unsupervised Non-parametric Region Segmentation Using Level Sets	claim
104	165	Calibrating pan-tilt cameras in wide-area surveillance networks	claim
105	165	How To Deal with Point Correspondences and Tangential Velocities in the Level Set Framework	claim
106	165	Dense Shape Reconstruction of a Moving Object under Arbitrary, Unknown Lighting	claim
107	164	Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection	claim
108	164	Computing MAP trajectories by representing, propagating and combining PDFs over groups	claim
109	163	Detecting Pedestrians Using Patterns of Motion and Appearance	claim
110	162	Dynamic Stroke Information Analysis for Video-Based Handwritten Chinese Character Recognition	claim
111	161	Recognizing Human Action Efforts: An Adaptive Three-Mode PCA Framework	claim
112	161	Surface Reconstruction from Feature Based Stereo	claim
113	160	Efficient, Robust and Accurate Fitting of a 3D Morphable Model	claim
114	159	Edit Distance From Graph Spectra	claim
115	157	An affine invariant deformable shape representation for general curves	claim
116	157	Plane-based Calibration Algorithm for Multi-camera Systems via Factorization of Homography Matrices	claim
117	156	A Cylindrical Surface Model to Rectify the Bound Document Image	claim
118	156	Reinforcement Learning for Combining Relevance Feedback Techniques	claim
119	155	Polarization-based Transparent Surface Modeling from Two Views	claim
120	155	A Bayesian Network Framework for Relational Shape Matching	claim
121	154	Multiview Reconstruction of Space Curves	claim
122	153	Image Registration with Global and Local Luminance Alignment	claim
123	153	Minimally-Supervised Classification using Multiple Observation Sets	claim
124	153	Facial Expression Decomposition	claim
125	153	Dynamic Texture Segmentation	claim
126	152	Tracking Objects Using Density Matching and Shape Priors	claim
127	151	Robust Regression with Projection Based M-estimators	claim
128	151	Towards a Mathematical Theory of Primal Sketch and Sketchability	claim
129	150	Fragmentation in the Vision of Scenes	claim
130	149	Unsupervised Improvement of Visual Detectors using Co-Training	claim
131	149	Using Specularities for Recognition	claim
132	148	On the Use of Marginal Statistics of Subband Images	claim
133	148	Multiple-cue Illumination Estimation in Textured Scenes	claim
134	148	Eye Design in the Plenoptic Space of Light Rays	claim
135	148	Image Statistics and Anisotropic Diffusion	claim
136	147	Variational Frameworks for DT-MRI Estimation, Regularization and Visualization	claim
137	146	Natural Image Statistics for Natural Image Segmentation	claim
138	145	Learning a Classification Model for Segmentation	claim
139	145	Spectral Partitioning for Structure from Motion	claim
140	144	Recovery of Epipolar Geometry as a Manifold Fitting Problem	claim
141	143	Weighted and Robust Incremental Method for Subspace Learning	claim
142	143	Paracatadioptric Camera Calibration Using Lines	claim
143	141	Towards Gauge Invariant Bundle Adjustment: A Solution Based on Gauge Dependent Damping	claim
144	141	Image-based rendering using image-based priors	claim
145	141	A Theory of Multiplexed Illumination	claim
146	141	Entropy-of-likelihood Feature Selection for Image Correspondence	claim
147	141	Fast Stereo Matching Using Reliability-Based Dynamic Programming and Consistency Constraints	claim
148	140	Shape Representation via Harmonic Embedding	claim
149	140	Learning How to Inpaint from Global Image Statistics	claim
150	140	Joint Region Tracking with Switching Hypothesized Measurements	claim
151	137	Surface Classification Using Conformal Structures	claim
152	137	"Perspective Shape from Shading" and Viscosity Solutions	claim
153	136	On the Epipolar Geometry of the Crossed-Slits Projection	claim
154	135	Reliable Recovery of Piled Box-like Objects via Parabolically Deformable Superquadrics	claim
155	135	Combining Gradient and Albedo Data for Rotation Invariant Classification of 3D Surface Texture	claim
156	135	Face Sketch Synthesis and Recognition	claim
157	134	A Segmentation Algorithm for Contrast-Enhanced Images	claim
158	133	Stochastic Refinement of the Visual Hull to Satisfy Photometric and Silhouette Consistency Constraints	claim
159	133	Learning Pedestrian Models for Silhouette Refinement	claim
160	133	Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment	claim
161	132	Recognising Panoramas	claim
162	132	Unsupervised Image Translation	claim
163	131	Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach	claim
164	130	On Exploiting Occlusions in Multiple-view Geometry	claim
165	130	Tales of Shape and Radiance in Multi-view Stereo	claim
166	130	A New Perspective [on] Shape-from-Shading	claim
167	130	Facial Expression Understanding in Image Sequences Using Dynamic and Active Visual Information Fusion	claim
168	128	Regression based Bandwidth Selection for Segmentation using Parzen Windows	claim
169	128	Variable Bandwidth QMDPE and Its Application in Robust Optical Flow Estimation	claim
170	127	Texture Segmentation by Multiscale Aggregation of Filter Responses and Shape Elements	claim
171	127	Preemptive RANSAC for Live Structure and Motion Estimation	claim
172	127	Dense Matching of Multiple Wide-baseline Views	claim
173	126	Object Recognition with Informative Features and Linear Classification	claim
174	126	Good continuations in digital image level lines	claim
175	125	Binocular Helmholtz Stereopsis	claim
176	124	Recognizing Action at a Distance	claim
177	124	The Local Projective Shape of Smooth Surfaces and their Outlines	claim
178	124	A Non-Iterative Greedy Algorithm for Multi-frame Point Correspondence	claim
179	121	Multiple-View Structure and Motion From Line Correspondences	claim
180	121	Segmenting Foreground Objects from a Dynamic Textured Background via a Robust Kalman Filter	claim
181	121	What Does Motion Reveal About Transparency?	claim
182	116	Probabilistic Bilinear Models for Appearance-Based Vision	claim
183	116	Phenomenological Eigenfunctions for Image Irradiance	claim
184	115	Surface Reflectance Modeling of Real Objects with Interreflections	claim
185	105	Variational Space-Time Motion Segmentation	claim
186	105	SVM-based Nonparametric Discriminant Analysis, An Application to Face Detection	claim

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