998 search results - page 37 / 200 » Sparse Image Reconstruction using Sparse Priors |
135
Voted
CISS
2010
IEEE
14 years 7 months ago
2010
IEEE
Abstract—Compressive sampling (CS) has emerged as significant signal processing framework to acquire and reconstruct sparse signals at rates significantly below the Nyquist rate...
186
Voted
CVPR
2009
IEEE
16 years 11 months ago
2009
IEEE
In this paper, we present a multi-label sparse coding
framework for feature extraction and classification within
the context of automatic image annotation. First, each image
is ...
147
click to vote
CISS
2010
IEEE
14 years 7 months ago
2010
IEEE
—Sparse representations have emerged as a powerful tool in signal and information processing, culminated by the success of new acquisition and processing techniques such as Compr...
134
click to vote
CVPR
1999
IEEE
16 years 5 months ago
1999
IEEE
This paper presents a framework for integrating multiple sensory data, sparse range data and dense depth maps from shape from shading in order to improve the 3D reconstruction of ...
141
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
The main contribution presented here is an adaptive/unsupervised iterative thresholding algorithm for sparse representation of signals which can be modeled as the sum of two compo...