Image object localization by AdaBoost classifier

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3211, Issue , 2004, Pages 511-518

  Skarbek, Władysław ^a   Kucharski, Krzysztof ^a  

^a WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE BOOSTING; FACE RECOGNITION;

ADA BOOST CLASSIFIERS; AGGREGATION SCHEMES; DECISION COST; FALSE ACCEPTANCE; FALSE REJECTION RATIOS; IMAGE OBJECTS; STRONG CLASSIFIERS; WEAK CLASSIFIERS;

OBJECT RECOGNITION;

EID: 35048867826     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30125-7_64     Document Type: Article

References (5)

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2. Freund Y, Schapire R.E.: A decision theoretic generalization of on-line learning and an application to boosting, Journal of Computer and Systems Sciences, 55(1):119-139, August 1997.
3. Shapire R.E.: The Boosting Approach to Machine Learning - An Overview, MSRI Workshop on Nonlinear Estimation and Classification, 2002.
4. Viola P., Jones M.: Rapid Object Detection using a Boosted Cascade of Simple Features, Computer Vision and Pattern Recognition, 2001.
5. Xiao R., Li M.-J., Zhang H.-J.: Robust Multipose Face Detection in Images, IEEE Trans. on Circuits and Systems for Video Technology, January 2004.