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» A fractal representation for real optimization
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85
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CVPR
2003
IEEE
16 years 8 days ago
Low-Dimensional Representations of Shaded Surfaces under Varying Illumination
The aim of this paper is to find the best representation for the appearance of surfaces with Lambertian reflectance under varying illumination. Previous work using principal compo...
Peter Nillius, Jan-Olof Eklundh
94
Voted
ICML
2007
IEEE
15 years 11 months ago
Bayesian compressive sensing and projection optimization
This paper introduces a new problem for which machine-learning tools may make an impact. The problem considered is termed "compressive sensing", in which a real signal o...
Shihao Ji, Lawrence Carin
EMMCVPR
1999
Springer
15 years 2 months ago
Adaptive Bayesian Contour Estimation: A Vector Space Representation Approach
Abstract. We propose a vector representation approach to contour estimation from noisy data. Images are modeled as random elds composed of a set of homogeneous regions contours (bo...
José M. B. Dias
112
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CORR
2011
Springer
209views Education» more  CORR 2011»
14 years 2 months ago
Analysis and Improvement of Low Rank Representation for Subspace segmentation
We analyze and improve low rank representation (LRR), the state-of-the-art algorithm for subspace segmentation of data. We prove that for the noiseless case, the optimization mode...
Siming Wei, Zhouchen Lin
114
Voted
APBC
2008
231views Bioinformatics» more  APBC 2008»
14 years 11 months ago
Optimal Algorithm for Finding DNA Motifs with Nucleotide Adjacent Dependency
: Finding motifs and the corresponding binding sites is a critical and challenging problem in studying the process of gene expression. String and matrix representations are two pop...
Francis Y. L. Chin, Henry C. M. Leung, Man-Hung Si...