PAMI 2006 - PDF Preprint Papers

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PAMI
2006

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Random Walks for Image Segmentation

13 years 4 months ago

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Abstract-- A novel method is proposed for performing multilabel, interactive image segmentation. Given a small number of pixels with user-defined (or pre-defined) labels, one can a...

Leo Grady

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Id	Views	Title	Status

1	440	Random Walks for Image Segmentation	claim
2	358	Recovering 3D Human Pose from Monocular Images	claim
3	333	Face Description with Local Binary Patterns: Application to Face Recognition	claim
4	278	On the Removal of Shadows from Images	claim
5	243	Dynamical Statistical Shape Priors for Level Set-Based Tracking	claim
6	233	Model-Based Hand Tracking Using a Hierarchical Bayesian Filter	claim
7	230	Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations	claim
8	229	A Coherent Computational Approach to Model Bottom-Up Visual Attention	claim
9	227	Matching 2.5D Face Scans to 3D Models	claim
10	226	Graph Partitioning Active Contours (GPAC) for Image Segmentation	claim
11	225	Robust Structure and Motion from Outlines of Smooth Curved Surfaces	claim
12	221	Face Recognition from a Single Training Image under Arbitrary Unknown Lighting Using Spherical Harmonics	claim
13	215	Bayesian Feature and Model Selection for Gaussian Mixture Models	claim
14	208	Combining Reconstructive and Discriminative Subspace Methods for Robust Classification and Regression by Subsampling	claim
15	206	Fast Active Appearance Model Search Using Canonical Correlation Analysis	claim
16	206	MILES: Multiple-Instance Learning via Embedded Instance Selection	claim
17	205	Learning Outdoor Color Classification	claim
18	202	Pose and Motion Recovery from Feature Correspondences and a Digital Terrain Map	claim
19	196	Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes	claim
20	193	A System for Learning Statistical Motion Patterns	claim
21	192	Building Models of Animals from Video	claim
22	192	A Framework Toward Restoration of Writing Order from Single-Stroked Handwriting Image	claim
23	191	Principal Axis-Based Correspondence between Multiple Cameras for People Tracking	claim
24	188	Recovering 3D Human Body Configurations Using Shape Contexts	claim
25	187	Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error	claim
26	187	An Experimental Study on Pedestrian Classification	claim
27	186	Performance Evaluation of Fingerprint Verification Systems	claim
28	186	Dynamic Shape and Appearance Models	claim
29	185	Generic Object Recognition with Boosting	claim
30	183	A Model-Based Approach for Estimating Human 3D Poses in Static Images	claim
31	182	Multicue HMM-UKF for Real-Time Contour Tracking	claim
32	181	Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach	claim
33	180	Globally Minimal Surfaces by Continuous Maximal Flows	claim
34	178	Learning Nonlinear Image Manifolds by Global Alignment of Local Linear Models	claim
35	173	Structure from Motion with Wide Circular Field of View Cameras	claim
36	171	Camera Calibration from Video of a Walking Human	claim
37	168	Graphical Models and Point Pattern Matching	claim
38	164	A Binary Linear Programming Formulation of the Graph Edit Distance	claim
39	164	Adaptive Support-Weight Approach for Correspondence Search	claim
40	159	Consistency Checks for Particle Filters	claim
41	156	Robust Point Matching for Nonrigid Shapes by Preserving Local Neighborhood Structures	claim
42	156	Data Fusion and Multicue Data Matching by Diffusion Maps	claim
43	155	Validating a Biometric Authentication System: Sample Size Requirements	claim
44	153	On-Road Vehicle Detection: A Review	claim
45	147	Full-Frame Video Stabilization with Motion Inpainting	claim
46	147	Bayesian Gaussian Process Classification with the EM-EP Algorithm	claim
47	146	Attention-Based Dynamic Visual Search Using Inner-Scene Similarity: Algorithms and Bounds	claim
48	145	Reflectance Sharing: Predicting Appearance from a Sparse Set of Images of a Known Shape	claim
49	145	Convergent Tree-Reweighted Message Passing for Energy Minimization	claim
50	143	Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning	claim
51	142	Fingerprint Warping Using Ridge Curve Correspondences	claim
52	142	Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression	claim
53	141	Diffusion Maps and Coarse-Graining: A Unified Framework for Dimensionality Reduction, Graph Partitioning, and Data Set Parameterization	claim
54	138	Context-Based Segmentation of Image Sequences	claim
55	137	Isoperimetric Graph Partitioning for Image Segmentation	claim
56	137	Meticulously Detailed Eye Region Model and Its Application to Analysis of Facial Images	claim
57	136	Data Driven Image Models through Continuous Joint Alignment	claim
58	136	Boosting Color Saliency in Image Feature Detection	claim
59	135	Real-Time Range Acquisition by Adaptive Structured Light	claim
60	134	A Genetic Algorithm Using Hyper-Quadtrees for Low-Dimensional K-means Clustering	claim
61	132	A Generative Sketch Model for Human Hair Analysis and Synthesis	claim
62	132	Capitalize on Dimensionality Increasing Techniques for Improving Face Recognition Grand Challenge Performance	claim
63	132	Rapid Object Indexing Using Locality Sensitive Hashing and Joint 3D-Signature Space Estimation	claim
64	131	A Generic Camera Model and Calibration Method for Conventional, Wide-Angle, and Fish-Eye Lenses	claim
65	130	The Distinctiveness of a Curve in a Parameterized Neighborhood: Extraction and Applications	claim
66	128	Multisurface Proximal Support Vector Machine Classification via Generalized Eigenvalues	claim
67	128	On Weighting Clustering	claim
68	127	Incremental Nonlinear Dimensionality Reduction by Manifold Learning	claim
69	126	A 3D Shape Constraint on Video	claim
70	126	Rotation Recovery from Spherical Images without Correspondences	claim
71	126	Estimation of Nonlinear Errors-in-Variables Models for Computer Vision Applications	claim
72	125	Channel Smoothing: Efficient Robust Smoothing of Low-Level Signal Features	claim
73	125	The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing	claim
74	123	Hidden Markov Models Combining Discrete Symbols and Continuous Attributes in Handwriting Recognition	claim
75	122	Polarimetric Image Segmentation via Maximum-Likelihood Approximation and Efficient Multiphase Level-Sets	claim
76	122	Total Variation Models for Variable Lighting Face Recognition	claim
77	119	Recovering Articulated Pose: A Comparison of Two Pre and Postimposed Constraint Methods	claim
78	117	Metric Learning for Text Documents	claim
79	115	Approximate Bayesian Multibody Tracking	claim
80	114	Nonparametric Supervised Learning by Linear Interpolation with Maximum Entropy	claim
81	114	Restoring Warped Document Images through 3D Shape Modeling	claim
82	111	A Texture-Based Method for Modeling the Background and Detecting Moving Objects	claim
83	111	Determination of the Method of Construction of 1650 B.C. Wall Paintings	claim
84	111	Global Segmentation and Curvature Analysis of Volumetric Data Sets Using Trivariate B-Spline Functions	claim
85	111	Stereo Matching with Linear Superposition of Layers	claim
86	111	Iterative Local-Global Energy Minimization for Automatic Extraction of Objects of Interest	claim
87	110	Implicit Meshes for Surface Reconstruction	claim
88	110	Video Repairing under Variable Illumination Using Cyclic Motions	claim
89	109	Edge-Preserving Image Denoising and Estimation of Discontinuous Surfaces	claim
90	109	Offline Grammar-Based Recognition of Handwritten Sentences	claim
91	109	Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation	claim
92	107	Custom-Built Moments for Edge Location	claim
93	107	Robust Pose Estimation from a Planar Target	claim
94	107	A Bayesian Framework for Extracting Human Gait Using Strong Prior Knowledge	claim
95	106	Statistical Analysis of Dynamic Actions	claim
96	101	Single-View-Point Omnidirectional Catadioptric Cone Mirror Imager	claim
97	99	A New Convexity Measure Based on a Probabilistic Interpretation of Images	claim
98	99	Symbolic Signatures for Deformable Shapes	claim
99	98	Integral Invariants for Shape Matching	claim
100	95	Table Detection in Online Ink Notes	claim
101	93	Improving Multiclass Pattern Recognition by the Combination of Two Strategies	claim
102	91	Sequential Monte Carlo for Bayesian Matching of Objects with Occlusions	claim
103	90	Selection of Generative Models in Classification	claim
104	84	Fingerprint Matching Based on Global Comprehensive Similarity	claim
105	84	Wavelet Approximation-Based Affine Invariant Shape Representation Functions	claim
106	81	Robust and Accurate Vectorization of Line Drawings	claim

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