998 search results - page 38 / 200 » Sparse Image Reconstruction using Sparse Priors |
112
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WACV
2005
IEEE
15 years 9 months ago
2005
IEEE
Instead of the conventional background and foreground definition, we propose a novel method that decomposes a scene into time-varying background and foreground intrinsic images. T...
145
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ICPR
2010
IEEE
15 years 8 months ago
2010
IEEE
We present a low resolution face recognition technique based on a Convolutional Neural Network approach. The network is trained to reconstruct a reference per subject image. In cl...
117
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CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
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...
205
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CGI
2009
IEEE
15 years 7 months ago
2009
IEEE
We present an approach to automatically register a large set of color images to a 3D geometric model. The problem arises from the modeling of real-world environments, where surfac...
139
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ICCV
2009
IEEE
16 years 8 months ago
2009
IEEE
We propose in this paper to unify two different ap-
proaches to image restoration: On the one hand, learning a
basis set (dictionary) adapted to sparse signal descriptions
has p...