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» On Computability of Pattern Recognition Problems
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ICPR
2004
IEEE
16 years 4 months ago
Large Scale Feature Selection Using Modified Random Mutation Hill Climbing
Feature selection is a critical component of many pattern recognition applications. There are two distinct mechanisms for feature selection, namely the wrapper method and the filt...
Anil K. Jain, Michael E. Farmer, Shweta Bapna
EMMCVPR
1997
Springer
15 years 7 months ago
Deterministic Annealing for Unsupervised Texture Segmentation
Abstract. In this paper a rigorous mathematical framework of deterministic annealing and mean-field approximation is presented for a general class of partitioning, clustering and ...
Thomas Hofmann, Jan Puzicha, Joachim M. Buhmann
ICMCS
2005
IEEE
161views Multimedia» more  ICMCS 2005»
15 years 8 months ago
Gender identification using frontal facial images
Computer vision and pattern recognition systems play an important role in our lives by means of automated face detection, face and gesture recognition, and estimation of gender an...
Amit Jain, Jeffrey Huang, Shiaofen Fang
EXPERT
2010
145views more  EXPERT 2010»
15 years 17 days ago
Interaction Analysis with a Bayesian Trajectory Model
Human behavior recognition is one of the most important and challenging objectives performed by intelligent vision systems. Several issues must be faced in this domain ranging fro...
Alessio Dore, Carlo S. Regazzoni
ACMACE
2007
ACM
15 years 7 months ago
Tangible comics: a performance space with full-body interaction
Tangible Comics is a computer vision based full-body interactive storytelling environment that also functions as a comics generator. Prevailing applications of full-body computer ...
Özge Samanci, Yanfeng Chen, Ali Mazalek