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» Hypergraph-Based Image Representation
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100
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CVPR
2008
IEEE
16 years 4 months ago
Simultaneous image transformation and sparse representation recovery
Sparse representation in compressive sensing is gaining increasing attention due to its success in various applications. As we demonstrate in this paper, however, image sparse rep...
Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas
97
Voted
IJCV
2008
167views more  IJCV 2008»
15 years 2 months ago
Local Adaptivity to Variable Smoothness for Exemplar-Based Image Regularization and Representation
Abstract. A novel adaptive and exemplar-based approach is proposed for image restoration (denoising) and representation. The method is based on a pointwise selection of similar ima...
Charles Kervrann, Jérôme Boulanger
127
Voted
ICIP
1999
IEEE
16 years 4 months ago
Digipaper: A Versatile Color Document Image Representation
We describe a segmentation method and associated file format for storing images of color documents. We separate each page of the document into three layers, containing the backgro...
Daniel P. Huttenlocher, Pedro F. Felzenszwalb, Wil...
CVPR
2010
IEEE
15 years 11 months ago
Aggregating local descriptors into a compact image representation
We address the problem of image search on a very large scale, where three constraints have to be considered jointly: the accuracy of the search, its efficiency, and the memory usag...
Hervé Jégou, Matthijs Douze, Cordelia Schmid and...
DAGM
2003
Springer
15 years 7 months ago
Image Retrieval Using Local Compact DCT-Based Representation
Stepán Obdrzálek, Jiri Matas