PAMI 2002 - PDF Preprint Papers

PAMI 2002

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PAMI
2002

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An Efficient k-Means Clustering Algorithm: Analysis and Implementation

13 years 4 months ago

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Tapas Kanungo, David M. Mount, Nathan S. Netanyahu...

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Id	Views	Title	Status

1	243	An Efficient k-Means Clustering Algorithm: Analysis and Implementation	claim
2	204	Face Recognition Using Line Edge Map	claim
3	201	ICP Registration Using Invariant Features	claim
4	195	Detecting Faces in Images: A Survey	claim
5	188	Extraction of 2D Motion Trajectories and Its Application to Hand Gesture Recognition	claim
6	187	Human Activity Recognition Using Multidimensional Indexing	claim
7	184	Identifying Faces in a 2D Line Drawing Representing a Manifold Object	claim
8	182	Paracatadioptric Camera Calibration	claim
9	177	Adjusting Shape Parameters Using Model-Based Optical Flow Residuals	claim
10	175	A Multiscale Method for the Reassembly of Two-Dimensional Fragmented Objects	claim
11	174	Generalized Mosaicing: Wide Field of View Multispectral Imaging	claim
12	170	Real-Time Visual Tracking of Complex Structures	claim
13	164	Efficient Dilation, Erosion, Opening, and Closing Algorithms	claim
14	157	Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy	claim
15	154	A Comparison of Algorithms for Connected Set Openings and Closings	claim
16	151	Vision for Mobile Robot Navigation: A Survey	claim
17	150	Object Tracking with Bayesian Estimation of Dynamic Layer Representations	claim
18	149	Region Tracking via Level Set PDEs without Motion Computation	claim
19	148	Two Variations on Fisher's Linear Discriminant for Pattern Recognition	claim
20	145	A Fundamental Relationship between Bilateral Filtering, Adaptive Smoothing, and the Nonlinear Diffusion Equation	claim
21	143	Lexicon-Driven Segmentation and Recognition of Handwritten Character Strings for Japanese Address Reading	claim
22	137	FVC2000: Fingerprint Verification Competition	claim
23	136	Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying	claim
24	136	Unsupervised Feature Selection Using Feature Similarity	claim
25	136	On the Individuality of Fingerprints	claim
26	135	Density-Based Multiscale Data Condensation	claim
27	127	Image Segmentation by Data-Driven Markov Chain Monte Carlo	claim
28	127	Relative Fuzzy Connectedness and Object Definition: Theory, Algorithms, and Applications in Image Segmentation	claim
29	125	A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval	claim
30	124	Information Theoretic Sensor Data Selection for Active Object Recognition and State Estimation	claim
31	123	The Radiometry of Multiple Images	claim
32	122	Analytic PCA Construction for Theoretical Analysis of Lighting Variability in Images of a Lambertian Object	claim
33	118	Reconstruction of Three-Dimensional Objects through Matching of Their Parts	claim
34	116	Locally Adaptive Metric Nearest-Neighbor Classification	claim
35	116	Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns	claim
36	116	Depth Estimation from Image Structure	claim
37	114	Unsupervised Learning of Finite Mixture Models	claim
38	114	Principal Manifolds and Probabilistic Subspaces for Visual Recognition	claim
39	112	Recognizing Handwritten Digits Using Hierarchical Products of Experts	claim
40	112	Maximum-Likelihood Image Matching	claim
41	112	Feature Space Trajectory Methods for Active Computer Vision	claim
42	109	Shape Matching and Object Recognition Using Shape Contexts	claim
43	108	Approximate Bayes Factors for Image Segmentation: The Pseudolikelihood Information Criterion (PLIC)	claim
44	106	Performance Evaluation of Some Clustering Algorithms and Validity Indices	claim
45	104	Curvature-Augmented Tensor Voting for Shape Inference from Noisy 3D Data	claim
46	103	Digital Curves in 3D Space and a Linear-Time Length Estimation Algorithm	claim
47	102	Estimating the Fundamental Matrix via Constrained Least-Squares: A Convex Approach	claim
48	101	On the Dependence of Handwritten Word Recognizers on Lexicons	claim
49	99	Complexity Measures of Supervised Classification Problems	claim
50	99	A Selective Attention-Based Method for Visual Pattern Recognition with Application to Handwritten Digit Recognition and Face Recognition	claim
51	98	Extraction of Visual Features for Lipreading	claim
52	97	Adaptive Image Segmentation by Combining Photometric Invariant Region and Edge Information	claim
53	95	Optical Character Recognition for Cursive Handwriting	claim
54	94	Imaged Document Text Retrieval Without OCR	claim
55	92	An HMM-Based Segmentation Method for Traffic Monitoring Movies	claim
56	92	Oriented Structure of the Occlusion Distortion: Is It Reliable?	claim
57	91	Hyperplane Approximation for Template Matching	claim
58	88	Mean Shift: A Robust Approach Toward Feature Space Analysis	claim
59	88	A Frequency Domain Technique for Range Data Registration	claim
60	88	A New Pattern Representation Scheme Using Data Compression	claim
61	86	Structure from Motion Causally Integrated Over Time	claim
62	86	Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction	claim
63	86	Recognizing Mathematical Expressions Using Tree Transformation	claim
64	85	Spatio-Temporal Alignment of Sequences	claim
65	85	Reconstruction of Planar Surfaces Behind Occlusions in Range Images	claim
66	85	Exact Two-Image Structure from Motion	claim
67	83	The Texture Gradient Equation for Recovering Shape from Texture	claim
68	83	Matching and Retrieval of Distorted and Occluded Shapes Using Dynamic Programming	claim
69	83	Multiview Constraints on Homographies	claim
70	82	Detecting Binocular Half-Occlusions: Empirical Comparisons of Five Approaches	claim
71	80	Input Feature Selection by Mutual Information Based on Parzen Window	claim
72	80	Learning Gender with Support Faces	claim
73	78	Robust Factorization	claim
74	78	Online Fingerprint Template Improvement	claim
75	77	Dense Estimation of Fluid Flows	claim
76	74	Estimating the Intrinsic Dimension of Data with a Fractal-Based Method	claim
77	73	Orthogonal Distance Fitting of Implicit Curves and Surfaces	claim
78	73	Bidirectional Deformable Matching with Application to Handwritten Character Extraction	claim
79	69	Visual Input for Pen-Based Computers	claim
80	69	Restoration of Archival Documents Using a Wavelet Technique	claim
81	65	Simultaneous Localization and Map-Building Using Active Vision	claim
82	65	Theoretical and Experimental Analysis of a Two-Stage System for Classification	claim
83	65	Universal Analytical Forms for Modeling Image Probabilities	claim

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