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CVPR
2008
IEEE
15 years 6 months ago
Joint learning and dictionary construction for pattern recognition
We propose a joint representation and classification framework that achieves the dual goal of finding the most discriminative sparse overcomplete encoding and optimal classifier p...
Duc-Son Pham, Svetha Venkatesh
CORR
2010
Springer
140views Education» more  CORR 2010»
15 years 6 months ago
Image Segmentation by Discounted Cumulative Ranking on Maximal Cliques
We propose a mid-level image segmentation framework that combines multiple figure-ground hypothesis (FG) constrained at different locations and scales, into interpretations that t...
João Carreira, Adrian Ion, Cristian Sminchi...
CORR
2007
Springer
77views Education» more  CORR 2007»
15 years 6 months ago
On the interaction between sharing and linearity
nalysis of logic programs, abstract domains for detecting sharing and linearity ion are widely used. Devising abstract unification algorithms for such domains has proved to be ra...
Gianluca Amato, Francesca Scozzari
JFR
2006
141views more  JFR 2006»
15 years 6 months ago
A method for protocol-based collision avoidance between autonomous marine surface craft
This paper is concerned with the in-field autonomous operation of unmanned marine vehicles in accordance with convention for safe and proper collision avoidance as prescribed by t...
Michael R. Benjamin, John J. Leonard, Joseph A. Cu...
JMLR
2006
120views more  JMLR 2006»
15 years 6 months ago
Kernel-Based Learning of Hierarchical Multilabel Classification Models
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
Juho Rousu, Craig Saunders, Sándor Szedm&aa...