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CORR
2011
Springer
186views Education» more  CORR 2011»
12 years 9 months ago
Blind Compressed Sensing Over a Structured Union of Subspaces
—This paper addresses the problem of simultaneous signal recovery and dictionary learning based on compressive measurements. Multiple signals are analyzed jointly, with multiple ...
Jorge Silva, Minhua Chen, Yonina C. Eldar, Guiller...
ICMCS
2008
IEEE
193views Multimedia» more  ICMCS 2008»
14 years 22 days ago
Video coding with spatio-temporal texture synthesis and edge-based inpainting
This paper proposes a video coding scheme, in which textural and structural regions are selectively removed in the encoder, and restored in the decoder by spatio-temporal texture ...
Chunbo Zhu, Xiaoyan Sun, Feng Wu, Houqiang Li
PAMI
2010
145views more  PAMI 2010»
13 years 1 months ago
Texture Synthesis with Grouplets
This paper proposes a new method to synthesize and inpaint geometric textures. The texture model is composed of a geometric layer that drives the computation of a new grouplet tran...
Gabriel Peyré
TIP
2002
84views more  TIP 2002»
13 years 5 months ago
Disocclusion: a variational approach using level lines
Object recognition, robot vision, image and film restoration may require the ability to perform disocclusion. We call disocclusion the recovery of occluded areas in a digital image...
Simon Masnou
CORR
2010
Springer
171views Education» more  CORR 2010»
13 years 6 months ago
Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity
A general framework for solving image inverse problems is introduced in this paper. The approach is based on Gaussian mixture models, estimated via a computationally efficient MAP...
Guoshen Yu, Guillermo Sapiro, Stéphane Mall...