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» Testing Properties of Sparse Images
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FOCS
2010
IEEE
13 years 8 months ago
Testing Properties of Sparse Images
We initiate the study of testing properties of images that correspond to sparse 0/1-valued matrices of size n
Gilad Tsur, Dana Ron
PAMI
2010
337views more  PAMI 2010»
13 years 9 months ago
Single-Image Super-Resolution Using Sparse Regression and Natural Image Prior
—This paper proposes a framework for single-image super-resolution. The underlying idea is to learn a map from input low-resolution images to target high-resolution images based ...
Kwang In Kim, Younghee Kwon
ICASSP
2010
IEEE
13 years 9 months ago
Exploring statistical properties for semantic annotation: sparse distributed and convergent assumptions for keywords
Does there exist a compact set of visual topics in form of keyword clusters capable to represent all images visual content within an acceptable error? In this paper, we answer thi...
Xianming Liu, Hongxun Yao, Rongrong Ji
ECCC
2008
122views more  ECCC 2008»
13 years 11 months ago
Every Minor-Closed Property of Sparse Graphs is Testable
Testing a property P of graphs in the bounded degree model is the following computational problem: given a graph G of bounded degree d we should distinguish (with probability 0.9,...
Itai Benjamini, Oded Schramm, Asaf Shapira
CVPR
2011
IEEE
13 years 7 months ago
Robust Sparse Coding for Face Recognition
Recently the sparse representation (or coding) based classification (SRC) has been successfully used in face recognition. In SRC, the testing image is represented as a sparse lin...
Meng Yang, Lei Zhang