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Volumn , Issue , 2008, Pages

Entropy-based active learning for object recognition

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; AMOUNT OF INFORMATION; AUTONOMOUS-AGENT; LABELED DATA; LABELED TRAINING DATA; LEARNING OBJECTS; OPTIMAL PERFORMANCES; SEARCH QUERIES; VISUAL LEARNING; VISUAL OBJECTS;

EID: 51849135396     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2008.4563068     Document Type: Conference Paper
Times cited : (273)

References (13)
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    • G. Griffin, A. Holub. and P. Perona. Caltech-256 object category dataset. Technical Report UCB/CSD-04-1366, Caltech, 2007. 8
  • 2
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    • Entropy-based active learning with support vector machines for content-based image retrieval
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    • Jing, F.1    Li, M.2    Zhang, H.-J.3    Zhang, B.4
  • 3
    • 50649102302 scopus 로고    scopus 로고
    • Active learning with gaussian processes for object categorization
    • A. Kapoor, K. Grauman, R. Urtasun, and T. Darrell. Active learning with gaussian processes for object categorization. ICCV, 2007. 2
    • (2007) ICCV , pp. 2
    • Kapoor, A.1    Grauman, K.2    Urtasun, R.3    Darrell, T.4
  • 4
    • 85079968750 scopus 로고    scopus 로고
    • S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories, 2006. CVPR. 3, 6, 8
    • S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories, 2006. CVPR. 3, 6, 8
  • 5
    • 5044227958 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 2004. 6, 8
    • (2004) IJCV , vol.6 , pp. 8
    • Lowe, D.1
  • 6
    • 0000695404 scopus 로고
    • Information-based objective functions for active data selection
    • D. MacKay. Information-based objective functions for active data selection. 1992. Neural Computation. 2
    • (1992) Neural Computation , vol.2
    • MacKay, D.1
  • 7
    • 0002332781 scopus 로고    scopus 로고
    • Employing EM in pool-based active learning for text classification
    • M. McCallum and K. Nigam. Employing EM in pool-based active learning for text classification, 1998. ICML. 2
    • (1998) , vol.949 , pp. 2
    • McCallum, M.1    Nigam, K.2
  • 9
    • 85079981156 scopus 로고    scopus 로고
    • M. Tipping. The relevance vector machine, 2000. NIPS. 1
    • M. Tipping. The relevance vector machine, 2000. NIPS. 1
  • 11
    • 85080010374 scopus 로고    scopus 로고
    • S. Tong and D. Koller. Support vector machine active learning with applications to text classification, 2000. ICML. 2, 4, 8
    • S. Tong and D. Koller. Support vector machine active learning with applications to text classification, 2000. ICML. 2, 4, 8
  • 13
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    • Relevance feedback in image retrieval: A comprehensive review
    • X. Zhou and T. Huang. Relevance feedback in image retrieval: A comprehensive review. Mult. Systems, 2003. 2
    • (2003) Mult. Systems , pp. 2
    • Zhou, X.1    Huang, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.