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CVPR
2011
IEEE
13 years 20 days ago
Connecting Non-Quadratic Variational Models and MRFs
Spatially-discrete Markov random fields (MRFs) and spatially-continuous variational approaches are ubiquitous in low-level vision, including image restoration, segmentation, opti...
Kevin Schelten, Stefan Roth
ICCV
2009
IEEE
15 years 1 months ago
FLoSS: Facility Location for Subspace Segmentation
Subspace segmentation is the task of segmenting data lying on multiple linear subspaces. Its applications in computer vision include motion segmentation in video, structure-from...
Nevena Lazic, Inmar Givoni, Brendan Frey
KDD
2008
ACM
147views Data Mining» more  KDD 2008»
14 years 9 months ago
Extracting shared subspace for multi-label classification
Multi-label problems arise in various domains such as multitopic document categorization and protein function prediction. One natural way to deal with such problems is to construc...
Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye
AUTOMATICA
2007
70views more  AUTOMATICA 2007»
13 years 9 months ago
Squaring the circle: An algorithm for generating polyhedral invariant sets from ellipsoidal ones
This paper presents a new (geometrical) approach to the computation of polyhedral (robustly) positively invariant (PI) sets for general (possibly discontinuous) nonlinear discrete...
A. Alessio, Mircea Lazar, Alberto Bemporad, W. P. ...
ICDCSW
2005
IEEE
14 years 2 months ago
Analysis and Algorithms for Content-Based Event Matching
    Content-based  event  matching  is  an  important  problem  in  large-scale  event-based  publish/subscribe  systems.  However,  open  questions  remain  in ...
Satyen Kale, Elad Hazan, Fengyun Cao, Jaswinder Pa...