PAMI 2010 - PDF Preprint Papers

PAMI 2010

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PAMI
2010

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Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation

13 years 3 months ago

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The notion of using context information for solving high-level vision and medical image segmentation problems has been increasingly realized in the ﬁeld. However, how to learn a...

Zhuowen Tu, Xiang Bai

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Id	Views	Title	Status

1	417	Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation	claim
2	396	Self-Validated Labeling of Markov Random Fields for Image Segmentation	claim
3	351	Evaluating Color Descriptors for Object and Scene Recognition	claim
4	337	Single-Image Super-Resolution Using Sparse Regression and Natural Image Prior	claim
5	324	A Compositional and Dynamic Model for Face Aging	claim
6	294	Survey of Pedestrian Detection for Advanced Driver Assistance Systems	claim
7	276	Local-Learning-Based Feature Selection for High-Dimensional Data Analysis	claim
8	274	3D Face Recognition Using Isogeodesic Stripes	claim
9	273	Correspondence-Free Activity Analysis and Scene Modeling in Multiple Camera Views	claim
10	265	WLD: A Robust Local Image Descriptor	claim
11	265	Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories	claim
12	260	Unsupervised Object Segmentation with a Hybrid Graph Model (HGM)	claim
13	249	Fast Keypoint Recognition Using Random Ferns	claim
14	249	A Dynamic Texture-Based Approach to Recognition of Facial Actions and Their Temporal Models	claim
15	249	Object Detection with Discriminatively Trained Part-Based Models	claim
16	248	Coupled Prediction Classification for Robust Visual Tracking	claim
17	245	A Combinatorial Solution for Model-Based Image Segmentation and Real-Time Tracking	claim
18	242	Spatiotemporal Saliency in Dynamic Scenes	claim
19	241	Point Set Registration: Coherent Point Drift	claim
20	238	Tracking Motion, Deformation, and Texture Using Conditionally Gaussian Processes	claim
21	228	Detecting the Number of Clusters in n-Way Probabilistic Clustering	claim
22	225	The Biometric Menagerie	claim
23	225	Semi-Supervised Classification via Local Spline Regression	claim
24	222	Fast Algorithm for Walsh Hadamard Transform on Sliding Windows	claim
25	222	Minimal Surfaces Extend Shortest Path Segmentation Methods to 3D	claim
26	219	FRVT 2006 and ICE 2006 Large-Scale Experimental Results	claim
27	218	A Coupled Duration-Focused Architecture for Real-Time Music-to-Score Alignment	claim
28	215	Fusion Moves for Markov Random Field Optimization	claim
29	210	Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination	claim
30	207	Document Ink Bleed-Through Removal with Two Hidden Markov Random Fields and a Single Observation Field	claim
31	205	Learning a Hierarchical Deformable Template for Rapid Deformable Object Parsing	claim
32	203	Visual Word Ambiguity	claim
33	202	DAISY: An Efficient Dense Descriptor Applied to Wide-Baseline Stereo	claim
34	200	Learning Context-Sensitive Shape Similarity by Graph Transduction	claim
35	192	Esaliency (Extended Saliency): Meaningful Attention Using Stochastic Image Modeling	claim
36	192	Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA	claim
37	190	OBJCUT: Efficient Segmentation Using Top-Down and Bottom-Up Cues	claim
38	190	Online Empirical Evaluation of Tracking Algorithms	claim
39	190	Linear Regression for Face Recognition	claim
40	188	From Canonical Poses to 3D Motion Capture Using a Single Camera	claim
41	188	Spatial-Temporal Fusion for High Accuracy Depth Maps Using Dynamic MRFs	claim
42	188	A Unified Probabilistic Framework for Spontaneous Facial Action Modeling and Understanding	claim
43	188	Watershed Cuts: Thinnings, Shortest Path Forests, and Topological Watersheds	claim
44	187	Script Recognition - A Review	claim
45	185	Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality	claim
46	184	Accurate Image Search Using the Contextual Dissimilarity Measure	claim
47	181	Using Language to Learn Structured Appearance Models for Image Annotation	claim
48	180	Point Set Registration via Particle Filtering and Stochastic Dynamics	claim
49	178	Shape from Specular Flow	claim
50	174	Image Segmentation with a Unified Graphical Model	claim
51	174	Skewed Rotation Symmetry Group Detection	claim
52	171	Automatic Construction of Correspondences for Tubular Surfaces	claim
53	170	On the Decoding Process in Ternary Error-Correcting Output Codes	claim
54	168	The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB)
55	168	Nonnegative Least-Correlated Component Analysis for Separation of Dependent Sources by Volume Maximization	claim
56	168	Dynamic Hybrid Algorithms for MAP Inference in Discrete MRFs	claim
57	168	Surface-from-Gradients without Discrete Integrability Enforcement: A Gaussian Kernel Approach	claim
58	164	Large-Scale Discovery of Spatially Related Images	claim
59	162	Differential Earth Mover's Distance with Its Applications to Visual Tracking	claim
60	161	Nonstationary Shape Activities: Dynamic Models for Landmark Shape Change and Applications	claim
61	160	Photometric Stereo via Expectation Maximization	claim
62	160	In the Eye of the Beholder: A Survey of Models for Eyes and Gaze	claim
63	158	A Self-Calibrating Method for Photogeometric Acquisition of 3D Objects	claim
64	156	An Adaptive and Stable Method for Fitting Implicit Polynomial Curves and Surfaces	claim
65	152	Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera	claim
66	147	The Groupwise Medial Axis Transform for Fuzzy Skeletonization and Pruning	claim
67	146	A Generalized Kernel Consensus-Based Robust Estimator	claim
68	146	Age-Invariant Face Recognition	claim
69	146	A Hierarchical Visual Model for Video Object Summarization	claim
70	145	Rigid Shape Matching by Segmentation Averaging	claim
71	145	Texture Synthesis with Grouplets	claim
72	143	Iris Recognition: On the Segmentation of Degraded Images Acquired in the Visible Wavelength	claim
73	143	Convex and Semi-Nonnegative Matrix Factorizations	claim
74	140	Differential Geometric Inference in Surface Stereo	claim
75	139	Order-Preserving Moves for Graph-Cut-Based Optimization	claim
76	135	A Variational Approach to Degraded Document Enhancement	claim
77	134	Recognizing Planar Symbols with Severe Perspective Deformation	claim
78	133	An Experimental Study of Graph Connectivity for Unsupervised Word Sense Disambiguation	claim
79	132	Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters	claim
80	131	On the Complexity of Discrete Feature Selection for Optimal Classification	claim
81	128	Training-Free, Generic Object Detection Using Locally Adaptive Regression Kernels	claim
82	127	The Structure of Multiplicative Motions in Natural Imagery	claim
83	124	Structural Approach for Building Reconstruction from a Single DSM	claim
84	124	Two-Dimensional Polar Harmonic Transforms for Invariant Image Representation	claim
85	122	Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy	claim
86	119	Efficient Multilevel Eigensolvers with Applications to Data Analysis Tasks	claim
87	113	Hierarchical Bayesian Modeling of Topics in Time-Stamped Documents	claim
88	112	Polynomial Time Algorithms for Ratio Regions and a Variant of Normalized Cut	claim
89	112	Design and Evaluation of More Accurate Gradient Operators on Hexagonal Lattices	claim
90	112	Generative Supervised Classification Using Dirichlet Process Priors	claim
91	103	The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph	claim
92	103	Tuning Support Vector Machines for Minimax and Neyman-Pearson Classification	claim

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