Multiple kernel active learning for image classification

Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009

Volumn , Issue , 2009, Pages 550-553

  Yang, Jingjing ^a,b   Li, Yuanning ^a,b   Tian, Yonghong ^c   Duan, Lingyu ^c   Gao, Wen ^a,c  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c PEKING UNIVERSITY   (China)

Author keywords

Active learning; Image classification; Multiple kernel learning

Indexed keywords

ACTIVE LEARNING; COMPUTATIONAL COSTS; DATA SETS; GLOBAL-LOCAL; INTER-GROUP; INTRA-GROUP; LOCAL-ADAPTIVE; MULTIPLE KERNEL LEARNING; MULTIPLE KERNELS; PARAMETER OPTIMIZATION; STATE-OF-THE-ART PERFORMANCE; TOPDOWN; TRAINING SAMPLE;

CLASSIFIERS; COST REDUCTION; DISTRIBUTED COMPUTER SYSTEMS; IMAGE ANALYSIS; IMAGE CLASSIFICATION; LABELING; LEARNING SYSTEMS; MULTIMEDIA SYSTEMS; STRUCTURAL OPTIMIZATION;

EDUCATION;

EID: 70449559295     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2009.5202555     Document Type: Conference Paper

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