메뉴 건너뛰기




Volumn 24, Issue 3, 2006, Pages 353-379

CLAIRE: A modular support vector image indexing and classification system

Author keywords

Content based image retrieval; Image classification; Image indexing; Multiple classifier systems; Support vector machines

Indexed keywords

IMAGE CLASSIFICATION; IMAGE INDEXING; MULTIPLE CLASSIFIER SYSTEMS; SUPPORT VECTOR MACHINES (SVM);

EID: 33749641638     PISSN: 10468188     EISSN: 10468188     Source Type: Journal    
DOI: 10.1145/1165774.1165777     Document Type: Article
Times cited : (26)

References (70)
  • 1
    • 0005025498 scopus 로고    scopus 로고
    • Using texture in image similarity and retrieval
    • M. Pietikainen and H. Bunke, eds. World Scientific, River Edge, NJ
    • AKSOY, S. AND HARALICK, R. M. 2000. Using texture in image similarity and retrieval. In Texture Analysis in Machine Vision, M. Pietikainen and H. Bunke, eds. World Scientific, River Edge, NJ 129-149.
    • (2000) Texture Analysis in Machine Vision , pp. 129-149
    • Aksoy, S.1    Haralick, R.M.2
  • 2
    • 0036532792 scopus 로고    scopus 로고
    • A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video
    • ANTANI, S., KASTURI, R., AND JAIN, R. 2002. A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video. Pattern Recogn. 35, 945-965.
    • (2002) Pattern Recogn. , vol.35 , pp. 945-965
    • Antani, S.1    Kasturi, R.2    Jain, R.3
  • 3
    • 0030708498 scopus 로고    scopus 로고
    • Analysis of user need in image archives
    • ARMITAGE, L. AND ENSER, P. G. B. 1997. Analysis of user need in image archives. J. Inf. Sci. 23, 287-299.
    • (1997) J. Inf. Sci. , vol.23 , pp. 287-299
    • Armitage, L.1    Enser, P.G.B.2
  • 6
    • 84937553087 scopus 로고    scopus 로고
    • A method for evaluating the performance of content-based image retrieval system based on subjectivity determined similarity between images
    • London, UK
    • BLACK, J. A., JR., FAHMY, G., AND PANCHANATHAN, S. 2002. A method for evaluating the performance of content-based image retrieval system based on subjectivity determined similarity between images. In Proceedings of the International Conference on Image and Video Retrieval. London, UK, 356-366.
    • (2002) Proceedings of the International Conference on Image and Video Retrieval , pp. 356-366
    • Black Jr., J.A.1    Fahmy, G.2    Panchanathan, S.3
  • 7
    • 3042597440 scopus 로고    scopus 로고
    • Learning multi-label scene classification
    • BOUTELL, M., LUO, J., SHEN, X., AND BROWN, C. M. 2004. Learning multi-label scene classification. Pattern Recogn. 37, 1757-1771.
    • (2004) Pattern Recogn. , vol.37 , pp. 1757-1771
    • Boutell, M.1    Luo, J.2    Shen, X.3    Brown, C.M.4
  • 8
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • BURGES, C. J. C. 1998. A tutorial on support vector machines for pattern recognition. Data Mining Knowl. Discovery 2, 121-167.
    • (1998) Data Mining Knowl. Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 10
    • 0031064738 scopus 로고    scopus 로고
    • Automatic segmentation and classification of outdoor images using neural networks
    • CAMPBELL, N. W. AND THOMAS, B. T. 1997. Automatic segmentation and classification of outdoor images using neural networks. Int. J. Neural Syst. 8, 137-144.
    • (1997) Int. J. Neural Syst. , vol.8 , pp. 137-144
    • Campbell, N.W.1    Thomas, B.T.2
  • 11
    • 0030681095 scopus 로고    scopus 로고
    • On the accuracy of metalearning for scalable data mining
    • CHAN, P. AND STOLFO, S. J. 1997. On the accuracy of metalearning for scalable data mining. J. Intel. Inf. Syst. 8, 5-28.
    • (1997) J. Intel. Inf. Syst. , vol.8 , pp. 5-28
    • Chan, P.1    Stolfo, S.J.2
  • 12
    • 0031331838 scopus 로고    scopus 로고
    • Visual information retrieval from large distributed on-line repositories
    • CHANG, S.-F., SMITH, J.R., BEIGI, M., AND BENITEZ, A. 1997. Visual information retrieval from large distributed on-line repositories. Commun. ACM 40, 63-71.
    • (1997) Commun. ACM , vol.40 , pp. 63-71
    • Chang, S.-F.1    Smith, J.R.2    Beigi, M.3    Benitez, A.4
  • 14
    • 0347110024 scopus 로고    scopus 로고
    • A comparison between human and machine labelling of image regions
    • CLARK, A. A., TROSCIANKO, T., CAMPBELL, N. W., AND THOMAS, B. T. 2000. A comparison between human and machine labelling of image regions. Perception 29, 1127-1138.
    • (2000) Perception , vol.29 , pp. 1127-1138
    • Clark, A.A.1    Troscianko, T.2    Campbell, N.W.3    Thomas, B.T.4
  • 15
    • 34249753618 scopus 로고
    • Support vector networks
    • CORTES, C. AND VAPNIK, V. 1995. Support vector networks. J. Mach. Learn. 20, 273-297.
    • (1995) J. Mach. Learn. , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 17
    • 0033325819 scopus 로고    scopus 로고
    • Indexing flower patent images using domain knowledge
    • DAS, M., MANMATHA, R., AND RISEMAN, E. M. 1999. Indexing flower patent images using domain knowledge. IEEE Intell. Syst. 15, 24-33.
    • (1999) IEEE Intell. Syst. , vol.15 , pp. 24-33
    • Das, M.1    Manmatha, R.2    Riseman, E.M.3
  • 18
    • 0031361611 scopus 로고    scopus 로고
    • Machine learning research: Four current directions
    • DIETTERICH, T. G. 1997. Machine learning research: Four current directions. Artif. Intell. 18, 97-136.
    • (1997) Artif. Intell. , vol.18 , pp. 97-136
    • Dietterich, T.G.1
  • 20
    • 0036132462 scopus 로고    scopus 로고
    • Towards intelligent image retrieval
    • EAKINS, J. P. 2002. Towards intelligent image retrieval. Pattern Recogn. 35, 3-14.
    • (2002) Pattern Recogn , vol.35 , pp. 3-14
    • Eakins, J.P.1
  • 21
    • 0031327796 scopus 로고    scopus 로고
    • The image retrieval task: Implications for the design and evaluation of image databases
    • FIDEL, R. 1997. The image retrieval task: Implications for the design and evaluation of image databases. New Rev. Hypermedia Multimedia. 3, 181-199.
    • (1997) New Rev. Hypermedia Multimedia , vol.3 , pp. 181-199
    • Fidel, R.1
  • 24
    • 0031143421 scopus 로고    scopus 로고
    • Visual information retrieval
    • GUPTA, A. AND JAIN, R. 1997. Visual information retrieval. Commun. ACM 40, 71-79.
    • (1997) Commun. ACM , vol.40 , pp. 71-79
    • Gupta, A.1    Jain, R.2
  • 25
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • HSU, C.-W. AND LIN, C.-J. 2002. A comparison of methods for multi-class support vector machines. IEEE Trans. Neural Netw. 12, 1288-1298.
    • (2002) IEEE Trans. Neural Netw. , vol.12 , pp. 1288-1298
    • Hsu, C.-W.1    Lin, C.-J.2
  • 26
    • 0036681030 scopus 로고    scopus 로고
    • Scenery image recognition and interpretation using fuzzy inference neural networks
    • IYATOMI, H. AND HAGIWARA, M. 2002. Scenery image recognition and interpretation using fuzzy inference neural networks. Pattern Recogn. 35, 1793-1806.
    • (2002) Pattern Recogn , vol.35 , pp. 1793-1806
    • Iyatomi, H.1    Hagiwara, M.2
  • 27
    • 0038573163 scopus 로고    scopus 로고
    • Learning structured visual detectors from user input at multiple levels
    • JAIMES, A. AND CHANG, S.-F. 2001. Learning structured visual detectors from user input at multiple levels. Int. J. Images Graphics 1, 415-444.
    • (2001) Int. J. Images Graphics , vol.1 , pp. 415-444
    • Jaimes, A.1    Chang, S.-F.2
  • 32
    • 0036138382 scopus 로고    scopus 로고
    • An image retrieval system by impression words and specific object names-IRIS
    • KURODA, K. AND HAGIWARA, M. 2002. An image retrieval system by impression words and specific object names-IRIS. Neurocomput. 43, 259-276.
    • (2002) Neurocomput , vol.43 , pp. 259-276
    • Kuroda, K.1    Hagiwara, M.2
  • 33
    • 0034544567 scopus 로고    scopus 로고
    • PicSOM - Content-based image retrieval with self-organizing maps
    • LAAKSONEN, J. T., KOSKELA, J. M., LAAKSO, S. P., AND OJA, E. 2000. PicSOM - Content-based image retrieval with self-organizing maps. Pattern Recog. Lett. 21, 1197-1207.
    • (2000) Pattern Recog. Lett. , vol.21 , pp. 1197-1207
    • Laaksonen, J.T.1    Koskela, J.M.2    Laakso, S.P.3    Oja, E.4
  • 35
    • 0142088847 scopus 로고    scopus 로고
    • Texture classification using support vector machines
    • Li, S., KWOK, J. T., ZHU, H., AND WANG, Y. 2003. Texture classification using support vector machines. Pattern Recogn. 36, 2883-2893.
    • (2003) Pattern Recogn , vol.36 , pp. 2883-2893
    • Li, S.1    Kwok, J.T.2    Zhu, H.3    Wang, Y.4
  • 38
    • 0029669420 scopus 로고    scopus 로고
    • A comparative study of texture measures with classification based on feature distributions
    • OJALA, T., PIETIKANEN, M., AND HARWOOD, D. 1996. A comparative study of texture measures with classification based on feature distributions. Pattern Recogn. 29, 51-59.
    • (1996) Pattern Recogn. , vol.29 , pp. 51-59
    • Ojala, T.1    Pietikanen, M.2    Harwood, D.3
  • 41
    • 0346724802 scopus 로고    scopus 로고
    • Content-based image classification using a neural network
    • PARK, S. B., LEE, J. W., AND KIM, S. K. 2004. Content-based image classification using a neural network. Pattern Recogn. Lett. 25, 287-300.
    • (2004) Pattern Recogn. Lett. , vol.25 , pp. 287-300
    • Park, S.B.1    Lee, J.W.2    Kim, S.K.3
  • 42
    • 0030167884 scopus 로고    scopus 로고
    • Photobook: Content-based manipulation of image databases
    • PENTLAND, A., PICARD, R. W., AND SCLAROFF, S. 1996. Photobook: Content-based manipulation of image databases. Int. J. Comput. Vision 18, 233-254.
    • (1996) Int. J. Comput. Vision , vol.18 , pp. 233-254
    • Pentland, A.1    Picard, R.W.2    Sclaroff, S.3
  • 43
    • 0030151223 scopus 로고    scopus 로고
    • A comparison of texture feature extraction using adaptive gabor filtering, pyramidal and tree structured wavelet transforms
    • PICHLER, O., TEUNER, A., AND HOSTICKA, B. J. 1996. A comparison of texture feature extraction using adaptive gabor filtering, pyramidal and tree structured wavelet transforms. Pattern Recogn. 29, 733-742.
    • (1996) Pattern Recogn. , vol.29 , pp. 733-742
    • Pichler, O.1    Teuner, A.2    Hosticka, B.J.3
  • 44
    • 0032663328 scopus 로고    scopus 로고
    • Filtering for texture classification: A comparative study
    • RANDEN, T. AND HUSOY, J. H. 1999. Filtering for texture classification: A comparative study. IEEE Trans. Pattern Anal. Mach. Intell. 21, 291-310.
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell. , vol.21 , pp. 291-310
    • Randen, T.1    Husoy, J.H.2
  • 46
    • 6344227338 scopus 로고    scopus 로고
    • Design of multiple classifier systems
    • H. Bunke, and A. Kandel, eds. World Scientific, River Edge, NJ
    • ROLI, F. AND GIACINTO, G. 2002. Design of multiple classifier systems. In Hybrid Methods in Pattern Recognition, H. Bunke, and A. Kandel, eds. World Scientific, River Edge, NJ.
    • (2002) Hybrid Methods in Pattern Recognition
    • Roli, F.1    Giacinto, G.2
  • 47
    • 0032663356 scopus 로고    scopus 로고
    • Image retrieval current techniques, promising directions and open issues
    • RUI, Y., HUANG, T. S., AND CHANG, S.-F. 1999. Image retrieval current techniques, promising directions and open issues. J. Visual Commun. Image Representation 10, 39-62.
    • (1999) J. Visual Commun. Image Representation , vol.10 , pp. 39-62
    • Rui, Y.1    Huang, T.S.2    Chang, S.-F.3
  • 52
    • 0036709183 scopus 로고    scopus 로고
    • SemQuery: Semantic clustering and querying on heterogeneous features for visual data
    • SHEIKHOLESLAMI, G., CHANG, W., AND ZHANG, A. 1998. SemQuery: Semantic clustering and querying on heterogeneous features for visual data. IEEE Trans. Knowl. Data Eng. 14, 9881002.
    • (1998) IEEE Trans. Knowl. Data Eng. , vol.14 , pp. 9881002
    • Sheikholeslami, G.1    Chang, W.2    Zhang, A.3
  • 55
    • 0038384577 scopus 로고    scopus 로고
    • Analyzing scenery images by monotonic tree
    • SONG, Y. AND ZHANG, A. 2003. Analyzing scenery images by monotonic tree. ACM Multimedia Syst. 8, 495-511.
    • (2003) ACM Multimedia Syst. , vol.8 , pp. 495-511
    • Song, Y.1    Zhang, A.2
  • 59
    • 0347694339 scopus 로고    scopus 로고
    • Stacked generalization: A novel solution to bridge the semantic gap for content-based image retrieval
    • TSAI, C.-F. 2003. Stacked generalization: A novel solution to bridge the semantic gap for content-based image retrieval. Online Inf. Rev. 27, 442-445.
    • (2003) Online Inf. Rev. , vol.27 , pp. 442-445
    • Tsai, C.-F.1
  • 61
    • 33644563633 scopus 로고    scopus 로고
    • Automatic metadata annotation of images via a two-level learning framework
    • in conjunction with the ACM SIGIR '04. Sheffield, UK, July
    • TSAI, C.-F, MCGARRY, K., AND TAIT, J. 2004. Automatic metadata annotation of images via a two-level learning framework. In Proceedings of the 2nd International Workshop on Semantic Web Conference, in conjunction with the ACM SIGIR '04. Sheffield, UK, July, 32-42.
    • (2004) Proceedings of the 2nd International Workshop on Semantic Web Conference , pp. 32-42
    • Tsai, C.-F.1    Mcgarry, K.2    Tait, J.3
  • 62
    • 23744487512 scopus 로고    scopus 로고
    • Qualitative evaluation of automatic assignment of keywords to images
    • TSAI, C.-F., MCGARRY, K., AND TAIT, J. 2006. Qualitative evaluation of automatic assignment of keywords to images. Inf. Process. Manage. 42, 136-154.
    • (2006) Inf. Process. Manage. , vol.42 , pp. 136-154
    • Tsai, C.-F.1    Mcgarry, K.2    Tait, J.3
  • 63
    • 0030365938 scopus 로고    scopus 로고
    • Error correlation and error reduction in ensemble classifiers
    • TUMER, K. AND GHOSH, J. 1996. Error correlation and error reduction in ensemble classifiers. Connection Sci. 8, 385-404.
    • (1996) Connection Sci. , vol.8 , pp. 385-404
    • Tumer, K.1    Ghosh, J.2
  • 65
    • 0003598912 scopus 로고    scopus 로고
    • Content-based image retrieval systems: A survey
    • Utrecht University
    • VELTKAMP, R. C. AND TANASE, M. 2000. Content-based image retrieval systems: A survey. Tech. Rep. UU-CS-2000-34, Utrecht University. Available online from: http://give-lab.cs.uu.nl/cbirsurvey/
    • (2000) Tech. Rep. , vol.UU-CS-2000-34
    • Veltkamp, R.C.1    Tanase, M.2
  • 67
    • 24944580506 scopus 로고    scopus 로고
    • Experimental evaluation of a generative probabilistic image retrieval model on 'easy' data
    • in conjunction with the 26th Annual ACM SIGIR Conference on Information Retrieval. Toronto, Canada, July 28-Aug. 1
    • WESTERVELD, T. AND DE VRIES, A.P. 2003. Experimental evaluation of a generative probabilistic image retrieval model on 'easy' data. In Proceedings of the Multimedia Information Retrieval Workshop, in conjunction with the 26th Annual ACM SIGIR Conference on Information Retrieval. Toronto, Canada, July 28-Aug. 1.
    • (2003) Proceedings of the Multimedia Information Retrieval Workshop
    • Westerveld, T.1    De Vries, A.P.2
  • 69
    • 0036529784 scopus 로고    scopus 로고
    • Unifying keywords and visual contents in image retrieval
    • ZHOU, X. S. AND HUANG, T. S. 2002. Unifying keywords and visual contents in image retrieval. IEEE Multimedia 9, 23-33.
    • (2002) IEEE Multimedia , vol.9 , pp. 23-33
    • Zhou, X.S.1    Huang, T.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.