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Mathematics / Singular value decomposition / Data analysis / Computer vision / Principal component analysis / Eigenvalues and eigenvectors / Object recognition / Bundle adjustment / Matrix / Statistics / Algebra / Multivariate statistics


Informative Feature Selection for Object Recognition via Sparse PCA∗ Nikhil Naikal, Allen Y. Yang, and S. Shankar Sastry Department of EECS, University of California, Berkeley {nnaikal, yang, sastry}@eecs.berkeley.edu
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Document Date: 2011-06-10 12:51:40


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File Size: 1,72 MB

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BMW / Berkeley Multiview Wireless / Army Research Laboratory / Google / Intel / /

Country

Jordan / /

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Facility

Berkeley campus / University of California / Army Research Laboratory / /

IndustryTerm

band-limited distributed camera networks / above algorithms / low-resolution camera sensor networks / convex semidefinite programming solutions / well established tool / approximate solution / final solution / baseline solution / minimization algorithms / feature correspondence algorithms / variable selection tool / dimensional descriptors using algorithms / improved numerical algorithm / low-quality camera networks / surveillance camera networks / distributed camera networks / closed-form solution / wireless smart camera networks / internet photo collections / surveillance applications / realistic imaging conditions / low-power camera networks / convex programming algorithm / large online image databases / /

Organization

S. Shankar Sastry Department of EECS / MIT / U.S. Government / UC Berkeley / University of California / Berkeley / idf / /

Person

A. Thomas / V / B. Leibe / Nikhil Naikal / B. Schiele / Ai / S. Shankar Sastry / Allen Y. Yang / V. Ferrari / L. Van Gool / T. Tuytelaars / /

Position

bayesian hierarchical model for learning natural scene categories / BoW model for the image / Geometric Latent Dirichlet Allocation model for constructing image adjacency graphs / /

Product

Sparse PCA / /

ProgrammingLanguage

MATLAB / /

Technology

high-dimensional descriptors using algorithms / above algorithms / minimization algorithms / improved numerical algorithm / 3-D / previous convex programming algorithm / smartphones / smartphone / feature correspondence algorithms / SPCA-ALM algorithm / The algorithm / simulation / DSPCA algorithms / two algorithms / /

URL

http /

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