998 search results - page 33 / 200 » Sparse Image Reconstruction using Sparse Priors |
167
Voted
DAGM
2008
Springer
15 years 5 months ago
2008
Springer
Abstract. This paper proposes a regression-based method for singleimage super-resolution. Kernel ridge regression (KRR) is used to estimate the high-frequency details of the underl...
142
Voted
3DIM
2005
IEEE
15 years 9 months ago
2005
IEEE
This paper presents a system for fully automatic recognition and reconstruction of 3D objects in image databases. We pose the object recognition problem as one of finding consist...
127
Voted
ICASSP
2010
IEEE
15 years 3 months ago
2010
IEEE
In this paper we show that, surprisingly, it is possible to recover sparse signals from nonlinearly distorted measurements, even if the nonlinearity is unknown. Assuming just that...
100
Voted
NIPS
2007
15 years 5 months ago
2007
It has been shown that adapting a dictionary of basis functions to the statistics of natural images so as to maximize sparsity in the coefficients results in a set of dictionary ...
134
Voted
CVPR
2010
IEEE
15 years 12 months ago
2010
IEEE
We present a practical approach for surface reconstruction of smooth mirror-like objects using sparse reflection correspondences (RCs). Assuming finite object motion with a fix...