CVIU 2008 - PDF Preprint Papers

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2008

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Image segmentation evaluation: A survey of unsupervised methods

13 years 4 months ago

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Image segmentation is an important processing step in many image, video and computer vision applications. Extensive research has been done in creating many different approaches an...

Hui Zhang, Jason E. Fritts, Sally A. Goldman

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Id	Views	Title	Status

1	296	Image segmentation evaluation: A survey of unsupervised methods	claim
2	229	Estimating pedestrian counts in groups	claim
3	216	Recovering epipolar direction from two affine views of a planar object	claim
4	209	Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval	claim
5	207	A differential geometric approach to representing the human actions	claim
6	203	A computer vision model for visual-object-based attention and eye movements	claim
7	192	Content based video matching using spatiotemporal volumes	claim
8	188	Learning function-based object classification from 3D imagery	claim
9	180	Topology cuts: A novel min-cut/max-flow algorithm for topology preserving segmentation in N-D images	claim
10	179	Incremental, scalable tracking of objects inter camera	claim
11	179	Improving long range and high magnification face recognition: Database acquisition, evaluation, and enhancement	claim
12	151	Accurate and precise 2D-3D registration based on X-ray intensity	claim
13	144	Speeded-Up Robust Features (SURF)	claim
14	141	Change detection using a statistical model in an optimally selected color space	claim
15	132	Global parametric image alignment via high-order approximation	claim
16	130	Improved spectral relaxation methods for binary quadratic optimization problems	claim
17	126	Optimising dynamic graphical models for video content analysis	claim
18	125	Fast PDE approach to surface reconstruction from large cloud of points	claim
19	124	Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news	claim
20	120	Trajectory fusion for three-dimensional volume reconstruction	claim
21	118	Multimodal person authentication using speech, face and visual speech	claim
22	114	On geometric variational models for inpainting surface holes	claim
23	114	Robust object tracking with background-weighted local kernels	claim
24	113	Indexing through laplacian spectra	claim
25	113	Image understanding for iris biometrics: A survey	claim
26	109	Performance vs computational efficiency for optimizing single and dynamic MRFs: Setting the state of the art with primal-dual strategies	claim
27	107	Reducing drift in differential tracking	claim
28	106	Strategies for shape matching using skeletons	claim
29	105	Using multi-instance enrollment to improve performance of 3D face recognition	claim
30	101	An adaptive window mechanism for image smoothing	claim
31	101	Shape from inconsistent silhouette	claim
32	99	Adaptive image retrieval based on the spatial organization of colors	claim
33	95	The visual hull of piecewise smooth objects	claim
34	95	Measuring uncertainty in graph cut solutions	claim
35	95	Corner validation based on extracted corner properties	claim
36	92	Efficient belief propagation for higher-order cliques using linear constraint nodes	claim
37	91	Numerical methods for shape-from-shading: A new survey with benchmarks	claim
38	88	Retrieving multiple light sources in the presence of specular reflections and texture	claim
39	84	Unsupervised segmentation of natural images via lossy data compression	claim
40	82	Shape matching and registration by data-driven EM	claim
41	80	Similarity Matching in Computer Vision and Multimedia	claim
42	79	Registration of combined range-intensity scans: Initialization through verification	claim
43	79	Discrete optimization in computer vision	claim
44	75	Performance characterization in computer vision: A guide to best practices	claim
45	75	Limited view CT reconstruction and segmentation via constrained metric labeling	claim
46	70	An object-based comparative methodology for motion detection based on the F-Measure	claim

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