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Volumn , Issue , 2005, Pages 135-142

Semantic image classification with hierarchical feature subset selection

Author keywords

Classifier training; Feature selection; Semantic image classification

Indexed keywords

FEATURE EXTRACTION; IMAGE CLASSIFICATION; PRINCIPAL COMPONENT ANALYSIS; SEMANTICS; SET THEORY;

EID: 63549112446     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1101826.1101850     Document Type: Conference Paper
Times cited : (18)

References (35)
  • 2
    • 0036030193 scopus 로고    scopus 로고
    • Automatic Classification of Images on the Web
    • H. Alexander and R. Lienhart. Automatic classification of images on the web. In SPIE, volume 4676, 2002.
    • (2002) SPIE , vol.4676
    • Alexander, H.1    Lienhart, R.2
  • 4
    • 0034857154 scopus 로고    scopus 로고
    • Learning the Semantics of Words and Pictures
    • K. Barnard and D. Forsyth. Learning the semantics of words and pictures. In ICCV, pages 408-415, 2001.
    • (2001) ICCV , pp. 408-415
    • Barnard, K.1    Forsyth, D.2
  • 6
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman. Bagging predictors. Machine Learning, 24(2):123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 7
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman. Random forests. Machine Learning, 45(1):5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 8
    • 84959050338 scopus 로고    scopus 로고
    • Region-based image querying
    • Washington, DC, USA IEEE Computer Society
    • C. Carson, S. Belongie, H. Greenspan, and J. Malik. Region-based image querying. In CAIVL, Washington, DC, USA, 1997. IEEE Computer Society.
    • (1997) CAIVL
    • Carson, C.1    Belongie, S.2    Greenspan, H.3    Malik, J.4
  • 10
    • 0344271699 scopus 로고    scopus 로고
    • Statistical Learning for Effective Visual Information Retrieval
    • E. Chang, B. Li, G. Wu, and K. Goh. Statistical learning for effective visual information retrieval. In ICIP, 2003.
    • (2003) ICIP
    • Chang, E.1    Li, B.2    Wu, G.3    Goh, K.4
  • 11
    • 0032314489 scopus 로고    scopus 로고
    • Semantic Visual Templates: Linking Visual Features to Semantics
    • S. Chang, W. Chen, and H. Sundaram. Semantic visual templates: linking visual features to semantics. In ICIP, 1998.
    • (1998) ICIP
    • Chang, S.1    Chen, W.2    Sundaram, H.3
  • 12
    • 0035423154 scopus 로고    scopus 로고
    • Unsupervised Segmentation of Color-texture Regions in Images and Video
    • Y. Deng and B. S. Manjunath. Unsupervised segmentation of color-texture regions in images and video. IEEE Trans. PAMI, 2001.
    • (2001) IEEE Trans. PAMI
    • Deng, Y.1    Manjunath, B.S.2
  • 13
    • 13444267387 scopus 로고    scopus 로고
    • Multi-level annotation of natural scenes using dominant image components and semantic concepts
    • J. Fan, Y. Gao, and H. Luo. Multi-level annotation of natural scenes using dominant image components and semantic concepts. In ACM Multimedia, 2004.
    • (2004) ACM Multimedia
    • Fan, J.1    Gao, Y.2    Luo, H.3
  • 15
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • I. Guyon, J. Weston, S. Barnhill, and V. Vapnik. Gene selection for cancer classification using support vector machines. Machine Learning, 46(1-3):389-422, 2002.
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 16
    • 84928720677 scopus 로고    scopus 로고
    • Analysis of a Fusion Method for Combining Marginal Classifiers
    • Springer
    • M. D. Happel and P. Bock. Analysis of a fusion method for combining marginal classifiers. Multiple Classifier Systems, Springer, 2000.
    • (2000) Multiple Classifier Systems
    • Happel, M.D.1    Bock, P.2
  • 18
    • 0037700825 scopus 로고    scopus 로고
    • Learning and inferring a semantic space from user's relevance feedback for image retrieval
    • and etc
    • X. He and etc. Learning and inferring a semantic space from user's relevance feedback for image retrieval. In ACM Multimedia, 2002.
    • (2002) ACM Multimedia
    • He, X.1
  • 19
    • 26944471270 scopus 로고    scopus 로고
    • Image Classification Using a Bigram Model
    • R. Jin, A. Hauptmann, and R. Yan. Image classification using a bigram model. In AAAI, 2003.
    • (2003) AAAI
    • Jin, R.1    Hauptmann, A.2    Yan, R.3
  • 20
    • 0037971547 scopus 로고    scopus 로고
    • Integrated probability function and its application to content-based image retrieval by relevance feedback
    • I. King and J. Zhong. Integrated probability function and its application to content-based image retrieval by relevance feedback. Pattern Recognition, 36, 2003.
    • (2003) Pattern Recognition , pp. 36
    • King, I.1    Zhong, J.2
  • 21
    • 2342447244 scopus 로고    scopus 로고
    • Confidence-based dynamic ensemble for image annotation and semantics discovery
    • B. Li, K. Goh, and E. Chang. Confidence-based dynamic ensemble for image annotation and semantics discovery. In ACM Multimedia, 2003.
    • (2003) ACM Multimedia
    • Li, B.1    Goh, K.2    Chang, E.3
  • 22
    • 84928734951 scopus 로고    scopus 로고
    • ISee: Perceptual Features for Image Library Navigation
    • A. Mojsilovic and J. a. Gomes. ISee: perceptual features for image library navigation. In SPIE, 2001.
    • (2001) SPIE
    • Mojsilovic, A.1    Gomes, J.A.2
  • 23
    • 84880895024 scopus 로고    scopus 로고
    • Fuzzy Conceptual Graphs for Matching Images of Natural Scenes
    • P. Mulhem, W. Leow, and Y. Lee. Fuzzy conceptual graphs for matching images of natural scenes. In IJCAI, pages 1397-1404, 2001.
    • (2001) IJCAI , pp. 1397-1404
    • Mulhem, P.1    Leow, W.2    Lee, Y.3
  • 24
    • 0035167235 scopus 로고    scopus 로고
    • Subject Region Segmentation in Disparity Maps for Image Retrieval
    • S. Satoh, Y. Idehara, H. Mo, and T. Hamada. Subject region segmentation in disparity maps for image retrieval. In ICIP, volume 2, pages 725-728, 2001.
    • (2001) ICIP , vol.2 , pp. 725-728
    • Satoh, S.1    Idehara, Y.2    Mo, H.3    Hamada, T.4
  • 26
    • 0038230983 scopus 로고    scopus 로고
    • Multi-stage Classification of Images from Features and Related Text
    • J. Smith and S. Chang. Multi-stage classification of images from features and related text. In DELOS, 1997.
    • (1997) DELOS
    • Smith, J.1    Chang, S.2
  • 27
    • 0032649498 scopus 로고    scopus 로고
    • Image classification and querying using composite region templates
    • J. R. Smith and C.-S. Li. Image classification and querying using composite region templates. Comput. Vis. Image Underst., 75(1-2):165-174, 1999.
    • (1999) Comput. Vis. Image Underst. , vol.75 , Issue.1-2 , pp. 165-174
    • Smith, J.R.1    Li, C.-S.2
  • 28
    • 11244259038 scopus 로고    scopus 로고
    • Latent Semantic Indexing for Semantic Content Detection of Video Shots
    • F. Souvannavong, B. Merialdo, and B. Huet. Latent semantic indexing for semantic content detection of video shots. In ICME, 2004.
    • (2004) ICME
    • Souvannavong, F.1    Merialdo, B.2    Huet, B.3
  • 29
    • 85047467917 scopus 로고    scopus 로고
    • Indoor-outdoor image classification
    • Washington, DC, USA IEEE Computer Society
    • M. Szummer and R. W. Picard. Indoor-outdoor image classification. In CAIVD, Washington, DC, USA,1998. IEEE Computer Society.
    • (1998) CAIVD
    • Szummer, M.1    Picard, R.W.2
  • 30
    • 0034792634 scopus 로고    scopus 로고
    • Support vector machine active learning for image retrieval
    • S. Tong and E. Chang. Support vector machine active learning for image retrieval. In ACM Multimedia, 2001.
    • (2001) ACM Multimedia
    • Tong, S.1    Chang, E.2
  • 31
    • 0033285176 scopus 로고    scopus 로고
    • Semantic Organization of Scenes Using Discriminant Structural Templates
    • A. B. Torralba and A. Oliva. Semantic organization of scenes using discriminant structural templates. In ICCV, volume 2, 1999.
    • (1999) ICCV , vol.2
    • Torralba, A.B.1    Oliva, A.2
  • 33
    • 3042591565 scopus 로고    scopus 로고
    • Statistical Learning Theory
    • September
    • V. N. Vapnik. Statistical Learning Theory. Wiley-Interscience, September 1998.
    • (1998) Wiley-Interscience
    • Vapnik, V.N.1
  • 34
    • 0035440673 scopus 로고    scopus 로고
    • SIMPLIcity: Semantics-sensitive Integrated Matching for Picture Libraries
    • J. Wang, J. Li, and G. Wiederhold. SIMPLIcity: semantics-sensitive integrated matching for picture libraries. PAMI, IEEE Transactions on, 2001.
    • (2001) PAMI, IEEE Transactions On
    • Wang, J.1    Li, J.2    Wiederhold, G.3
  • 35
    • 84928708664 scopus 로고    scopus 로고
    • Narrowing the semantic gap - Improved text-based web document retrieval using visual features
    • and etc
    • Zhao and etc. Narrowing the semantic gap - improved text-based web document retrieval using visual features. Multimedia, IEEE Transactions on, 2002.
    • (2002) Multimedia, IEEE Transactions On
    • Zhao1


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