CVPR 2001 - PDF Preprint Papers

CVPR 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition

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CVPR
2001
IEEE

171views Computer Vision» more CVPR 2001»

Rapid Object Detection using a Boosted Cascade of Simple Features

2 years 3 months ago

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This paper describes a machine learning approach for visual object detection which is capable of processing images extremely rapidly and achieving high detection rates. This wor...

Paul A. Viola, Michael J. Jones

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Id	Views	Title	Status
1	171	Rapid Object Detection using a Boosted Cascade of Simple Features	claim
2	157	Learning Spatially Localized, Parts-Based Representation	claim
3	107	Small Sample Learning during Multimedia Retrieval using BiasMap	claim
4	103	Non-Metric Image-Based Rendering for Video Stabilization	claim
5	103	Simultaneous linear estimation of multiple view geometry and lens distortion	claim
6	101	Bayesian Color Constancy for Outdoor Object Recognition	claim
7	101	A New 3-D Pattern Recognition Technique With Application to Computer Aided Colonoscopy	claim
8	93	Texture Replacement in Real Images	claim
9	88	Geometric Blur for Template Matching	claim
10	81	3D Head Tracking Using Motion Adaptive Texture-Mapping	claim
11	79	Rectifying Transformations That Minimize Resampling Effects	claim
12	75	Tracking and Modeling Non-Rigid Objects with Rank Constraints	claim
13	74	Bending Invariant Representations for Surfaces	claim
14	71	Local Feature View Clustering for 3D Object Recognition	claim
15	69	A Topology Preserving Deformable Model Using Level Sets	claim
16	69	On Computing Exact Visual Hulls of Solids Bounded by Smooth Surfaces	claim
17	67	Optimal Texture Map Reconstruction from Multiple Views	claim
18	67	A Subspace Approach to Layer Extraction	claim
19	66	A Probabilistic Framework for Surface Reconstruction from Multiple Images	claim
20	66	Efficient Computation of Adaptive Threshold Surfaces for Image Binarization	claim
21	65	Image Indexing with Mixture Hierarchies	claim
22	65	Single View Modeling of Free-Form Scenes	claim
23	65	Alpha Channel Estimation in High Resolution Images and Image Sequences	claim
24	64	Learning Representative Local Features for Face Detection	claim
25	63	Eliminating Ghosting and Exposure Artifacts in Image Mosaics	claim
26	63	Light Field Rendering for Large-Scale Scenes	claim
27	62	Precise Omnidirectional Camera Calibration	claim
28	60	Event-Based Analysis of Video	claim
29	58	3D Simultaneous Localisation and Map-Building Using Active Vision for a Robot Moving on Undulating Terrain	claim
30	57	Understanding Popout through Repulsion	claim
31	57	Constructing Facial Identity Surfaces in a Nonlinear Discriminating Space	claim
32	56	Photometric Stereo with General, Unknown Lighting	claim
33	56	3D Biplanar Reconstruction of Scoliotic Vertebrae Using Statistical Models	claim
34	56	Structure and Motion from Uncalibrated Catadioptric Views	claim
35	56	Adaptive Quasiconformal Kernel Metric for Image Retrieval	claim
36	56	On Solving 2D and 3D Puzzles Using Curve Matching	claim
37	55	Issues on the Geometry of Central Catadioptric Image Formation	claim
38	55	3D Object Recognition from Range Images using Local Feature Histograms	claim
39	54	Morphable 3D models from video	claim
40	54	Mixtures of Trees for Object Recognition	claim
41	54	Generic Model Abstraction from Examples	claim
42	53	Model-Based Curve Evolution Technique for Image Segmentation	claim
43	53	Diffusion Tensor Regularization with Constraints Preservation	claim
44	53	Support Vector Tracking	claim
45	53	Navier-Stokes, Fluid Dynamics, and Image and Video Inpainting	claim
46	53	Multi-Object Tracking Using Dynamical Graph Matching	claim
47	53	Automatic Partitioning of High Dimensional Search Spaces Associated with Articulated Body Motion Capture	claim
48	53	Learning Models for Object Recognition	claim
49	53	Learning Probabilistic Distribution Model for Multi-View Face Detection	claim
50	53	Object Based Segmentation of Video Using Color, Motion and Spatial Information	claim
51	52	Three-Dimensional Medial Shape Representation Incorporating Object Variability	claim
52	52	Multibody Grouping via Orthogonal Subspace Decomposition	claim
53	52	An Adaptive Algorithm for Text Detection from Natural Scenes	claim
54	51	Matching of Double-Sided Document Images to Remove Interference	claim
55	51	Multispectral Skin Color Modeling	claim
56	51	Compact Representation of Bidirectional Texture Functions	claim
57	51	Component-based Face Detection
58	50	Gait Recognition from Time-Normalized Joint-Angle Trajectories in the Walking Plane	claim
59	50	Scene-Consistent Detection of Feature Points in Video Sequences	claim
60	49	A Bayesian Approach to Digital Matting	claim
61	49	Feature Reduction and Hierarchy of Classifiers for Fast Object Detection in Video Images
62	48	Clustering Art	claim
63	48	Reconstruction of 3-D Figure Motion from 2-D Correspondences	claim
64	48	Fast Focal Length Solution in Partial Panoramic Image Stitching	claim
65	48	Spatial Information in Multiresolution Histograms	claim
66	47	Dynamic Shadow Elimination for Multi-Projector Displays	claim
67	47	Combining Two-view Constraints For Motion Estimation	claim
68	47	Geometric Distributions for Catadioptric Sensor Design	claim
69	47	Automatic Description of Buildings with Complex Rooftops from Multiple Images	claim
70	47	Image-based Modeling and Rendering of Surfaces with Arbitrary BRDFs	claim
71	46	Using Robust Methods for Automatic Extraction of Buildings	claim
72	46	Gait Recognition Using Static, Activity-Specific Parameters	claim
73	46	Non parametric motion recognition using temporal multiscale Gibbs models	claim
74	46	Bayesian Learning of Sparse Classifiers	claim
75	44	Optimal Adaptive Learning for Image Retrieval	claim
76	44	A Spherical Eye from Multiple Cameras (Makes Better Models of the World)	claim
77	44	Piecewise Planar Segmentation for Automatic Scene Modeling	claim
78	44	Camera Trajectory Estimation Using Inertial Sensor Measurements and Structure from Motion Results	claim
79	44	Handling Occlusions in Dense Multi-view Stereo	claim
80	43	Calibrated, Registered Images of an Extended Urban Area	claim
81	43	A Nonparametric Statistical Comparison of Principal Component and Linear Discriminant Subspaces for Face Recognition	claim
82	43	Convex and Non-convex Illuminant Constraints for Dichromatic Colour Constancy	claim
83	43	Affine Arithmetic Based Estimation of Cue Distributions in Deformable Model Tracking	claim
84	42	The 3D Line Motion Matrix and Alignment of Line Reconstructions	claim
85	42	Scalable, Absolute Position Recovery for Omni-Directional Image Networks	claim
86	42	Text Identification in Complex Background Using SVM	claim
87	42	Critical Configurations for N-view Projective Reconstruction	claim
88	42	Nine Points of Light: Acquiring Subspaces for Face Recognition under Variable Lighting	claim
89	41	Tracking of Object with SVM Regression	claim
90	41	Learning Similarity Measure for Natural Image Retrieval with Relevance Feedback	claim
91	41	Face Verification Using Error Correcting Output Codes	claim
92	41	Adaptive Binning and Dissimilarity Measure for Image Retrieval and Classification	claim
93	40	On Focal Length Calibration from Two Views	claim
94	40	Robot Homing based on Corner Tracking in a Sequence of Panoramic Images	claim
95	39	Dimension Recognition and Geometry Reconstruction in Vectorization of Engineering Drawings	claim
96	39	Non-Rigid Object Tracking using Performance Evaluation Measures as Feedback	claim
97	39	Virtual Sample Generation For Template-Based Shape Matching	claim
98	38	Semi-Dense Stereo Correspondence with Dense Features	claim
99	38	Finding Folds: On the Appearance and Identification of Occlusion	claim
100	38	Relief Mosaics by Joint View Triangulation	claim
101	37	Evolving Image Segmentations for the Analysis of Video Sequences	claim
102	37	Statistics of Real-World Illumination	claim
103	37	A Weighted Non-Negative Matrix Factorization for Local Representations	claim
104	37	Communication via Eye Blinks - Detection and Duration Analysis in Real Time	claim
105	37	Temporal Integration of Multiple Silhouette-Based Body-Part Hypotheses	claim
106	36	Learning Flexible Sprites in Video Layers	claim
107	35	Flexible flow for 3D nonrigid tracking and shape recovery	claim
108	34	Recognition of Human Gaits	claim
109	33	Real-time affine region tracking and coplanar grouping	claim
110	33	Segmentation for Robust Tracking in the Presence of Severe Occlusion	claim
111	29	Robust Online Appearance Models for Visual Tracking	claim

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