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FOCS
2010
IEEE
14 years 7 months ago
Learning Convex Concepts from Gaussian Distributions with PCA
We present a new algorithm for learning a convex set in n-dimensional space given labeled examples drawn from any Gaussian distribution. The complexity of the algorithm is bounded ...
Santosh Vempala
ICPR
2008
IEEE
15 years 11 months ago
Eigenspace interpolation for appearance-based object recognition
All eigel/space imerjHJfl1liull IIu!/!/Ull s/Iluulhly illler? polares between 111'0 differem eigellwaces IIsillg high dimCllsional rolatio/!. Howcl'('r, up 10 IIOW ...
Tomokazu Takahashi, Lina, Ichiro Ide, Yoshito Meka...
CVPR
2007
IEEE
15 years 11 months ago
Projective Factorization of Multiple Rigid-Body Motions
Given point correspondences in multiple perspective views of a scene containing multiple rigid-body motions, we present an algorithm for segmenting the correspondences according t...
Ting Li, Vinutha Kallem, Dheeraj Singaraju, Ren&ea...
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ICCV
2007
IEEE
15 years 11 months ago
Extracting Spatiotemporal Interest Points using Global Information
Local spatiotemporal features or interest points provide compact but descriptive representations for efficient video analysis and motion recognition. Current local feature extract...
Shu-Fai Wong, Roberto Cipolla
ICPR
2006
IEEE
15 years 10 months ago
Adaptive Feature Integration for Segmentation of 3D Data by Unsupervised Density Estimation
In this paper, a novel unsupervised approach for the segmentation of unorganized 3D points sets is proposed. The method derives by the mean shift clustering paradigm devoted to se...
Marco Cristani, Umberto Castellani, Vittorio Murin...