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Volumn 111, Issue 2, 2008, Pages 219-228

Content-based image retrieval with the normalized information distance

Author keywords

Compression; Content based image retrieval; Kolmogorov complexity; Normalized information distance; Raw pixel data; Similarity measure; Visual content

Indexed keywords

CONTENT BASED RETRIEVAL; DATA COMPRESSION; EXTRACTION; IMAGE RETRIEVAL; INFORMATION RETRIEVAL; LITHIUM; SOLVENT EXTRACTION; VISUAL COMMUNICATION;

EID: 47049106196     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2007.11.001     Document Type: Article
Times cited : (24)

References (61)
  • 3
    • 0036684357 scopus 로고    scopus 로고
    • Blobworld: Image segmentation using expectation-maximization and its applications to image querying
    • Carson C. Blobworld: Image segmentation using expectation-maximization and its applications to image querying. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 8 (2002) 1026-1038
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.8 , pp. 1026-1038
    • Carson, C.1
  • 4
    • 34547197103 scopus 로고    scopus 로고
    • M. Chen, M. Christel, A. Hauptmann, H. Wactlar, Putting active learning into multimedia applications: dynamic definition and refinement of concept classifiers, in: Proceedings of ACM International Conference on Multimedia, 2005, pp. 902-911.
    • M. Chen, M. Christel, A. Hauptmann, H. Wactlar, Putting active learning into multimedia applications: dynamic definition and refinement of concept classifiers, in: Proceedings of ACM International Conference on Multimedia, 2005, pp. 902-911.
  • 5
  • 6
    • 0035164084 scopus 로고    scopus 로고
    • Y. Chen, X. Zhou, T. Huang, One-class SVM for learning in image retrieval, in: Proceedings of IEEE International Conference on Image Processing, 2001, pp. 34-37.
    • Y. Chen, X. Zhou, T. Huang, One-class SVM for learning in image retrieval, in: Proceedings of IEEE International Conference on Image Processing, 2001, pp. 34-37.
  • 7
    • 0032292277 scopus 로고    scopus 로고
    • J. Cox, M.L. Miller, T.P. Minka, P.N. Yianilos, An optimized interaction strategy for Bayesian relevance feedback, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 1998, pp. 553-558.
    • J. Cox, M.L. Miller, T.P. Minka, P.N. Yianilos, An optimized interaction strategy for Bayesian relevance feedback, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 1998, pp. 553-558.
  • 10
    • 34247591036 scopus 로고    scopus 로고
    • S. Ebadollahi, L. Xie, S.-F. Chang, J. Smith, Visual event detection using multi-dimensional concept dynamics, in: Proceedings of IEEE International Conference on Multimedia and Expo, 2006, pp. 881-884.
    • S. Ebadollahi, L. Xie, S.-F. Chang, J. Smith, Visual event detection using multi-dimensional concept dynamics, in: Proceedings of IEEE International Conference on Multimedia and Expo, 2006, pp. 881-884.
  • 11
    • 47049105320 scopus 로고    scopus 로고
    • C. Faloutsos, M. Flicker, W. Niblack, D. Petkovic, W. Equitz, R. Barber, Efficient and effective querying by image content, Technical report, IBM, 1993.
    • C. Faloutsos, M. Flicker, W. Niblack, D. Petkovic, W. Equitz, R. Barber, Efficient and effective querying by image content, Technical report, IBM, 1993.
  • 12
    • 33745839880 scopus 로고    scopus 로고
    • R. Fergus, L. Fei-Fei, P. Perona, A. Zisserman, Learning object categories from google's image search, in: Proceedings of IEEE International Conference on Computer Vision, 2005, pp. 1816-1823.
    • R. Fergus, L. Fei-Fei, P. Perona, A. Zisserman, Learning object categories from google's image search, in: Proceedings of IEEE International Conference on Computer Vision, 2005, pp. 1816-1823.
  • 13
    • 0027166611 scopus 로고    scopus 로고
    • M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, P. Yanker, The QBIC project: querying images by content using color, texture, and shape, in: Proceedings of SPIE Storage and Retrieval for Image and Video Databases, 1993, pp. 173-181.
    • M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, P. Yanker, The QBIC project: querying images by content using color, texture, and shape, in: Proceedings of SPIE Storage and Retrieval for Image and Video Databases, 1993, pp. 173-181.
  • 14
    • 0000189643 scopus 로고
    • On the symmetry of algorithmic information
    • Gács P. On the symmetry of algorithmic information. Soviet Mathematics Doklady 15 (1974) 1477-1480
    • (1974) Soviet Mathematics Doklady , vol.15 , pp. 1477-1480
    • Gács, P.1
  • 15
    • 0032684827 scopus 로고    scopus 로고
    • Kolmogorov complexity: Sources, theory, and applications
    • Gammerman A., and Vovk V. Kolmogorov complexity: Sources, theory, and applications. The Computer Journal 42 4 (1999) 252-255
    • (1999) The Computer Journal , vol.42 , Issue.4 , pp. 252-255
    • Gammerman, A.1    Vovk, V.2
  • 16
    • 0018491303 scopus 로고
    • Asymptotically optimum block quantization
    • Gersho A. Asymptotically optimum block quantization. IEEE Transactions on Information Theory IT-25 4 (1979) 231-262
    • (1979) IEEE Transactions on Information Theory , vol.IT-25 , Issue.4 , pp. 231-262
    • Gersho, A.1
  • 17
    • 47049099349 scopus 로고    scopus 로고
    • I. Gondra, D.R. Heisterkamp, J. Peng, Improving the initial image retrieval set by inter-query learning with one-class support vector machines, in: Proceedings of International Conference on Intelligent Systems Design and Applications, 2003, pp. 393-402.
    • I. Gondra, D.R. Heisterkamp, J. Peng, Improving the initial image retrieval set by inter-query learning with one-class support vector machines, in: Proceedings of International Conference on Intelligent Systems Design and Applications, 2003, pp. 393-402.
  • 18
    • 3142679461 scopus 로고    scopus 로고
    • Improving image retrieval performance by inter-query learning with one-class support vector machines
    • Gondra I., and Heisterkamp D.R. Improving image retrieval performance by inter-query learning with one-class support vector machines. Neural Computing and Applications 13 2 (2004) 130-139
    • (2004) Neural Computing and Applications , vol.13 , Issue.2 , pp. 130-139
    • Gondra, I.1    Heisterkamp, D.R.2
  • 19
    • 85199253963 scopus 로고    scopus 로고
    • I. Gondra, D.R. Heisterkamp, Learning in region-based image retrieval with generalized support vector machines, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004.
    • I. Gondra, D.R. Heisterkamp, Learning in region-based image retrieval with generalized support vector machines, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004.
  • 20
    • 12744260413 scopus 로고    scopus 로고
    • I. Gondra, D.R. Heisterkamp, Probabilistic region relevance learning for content-based image retrieval, in: Proceedings of International Conference on Imaging Science, Systems, and Technology, 2004, pp. 434-440.
    • I. Gondra, D.R. Heisterkamp, Probabilistic region relevance learning for content-based image retrieval, in: Proceedings of International Conference on Imaging Science, Systems, and Technology, 2004, pp. 434-440.
  • 21
    • 47049112900 scopus 로고    scopus 로고
    • I. Gondra, D.R. Heisterkamp, Semantic similarity for adaptive exploitation of inter-query learning, in: Proceedings of International Conference on Computing, Communications, and Control Technologies, vol. 1, 2004, pp. 142-147.
    • I. Gondra, D.R. Heisterkamp, Semantic similarity for adaptive exploitation of inter-query learning, in: Proceedings of International Conference on Computing, Communications, and Control Technologies, vol. 1, 2004, pp. 142-147.
  • 22
    • 3042670491 scopus 로고    scopus 로고
    • I. Gondra, D.R. Heisterkamp, Summarizing inter-query knowledge in content-based image retrieval via incremental semantic clustering, in: Proceedings of IEEE International Conference on Information Technology, vol. 2, 2004, pp. 18-22.
    • I. Gondra, D.R. Heisterkamp, Summarizing inter-query knowledge in content-based image retrieval via incremental semantic clustering, in: Proceedings of IEEE International Conference on Information Technology, vol. 2, 2004, pp. 18-22.
  • 23
    • 60749122067 scopus 로고    scopus 로고
    • I. Gondra, D.R. Heisterkamp, A Kolmogorov complexity-based normalized information distance for image retrieval, in: Proceedings of International Conference on Imaging Science, Systems, and Technology: Computer Graphics, 2005, pp. 3-7.
    • I. Gondra, D.R. Heisterkamp, A Kolmogorov complexity-based normalized information distance for image retrieval, in: Proceedings of International Conference on Imaging Science, Systems, and Technology: Computer Graphics, 2005, pp. 3-7.
  • 24
    • 0031143421 scopus 로고    scopus 로고
    • Visual information retrieval
    • Gupta A., and Jain R. Visual information retrieval. Communications of the ACM 40 5 (1997) 70-79
    • (1997) Communications of the ACM , vol.40 , Issue.5 , pp. 70-79
    • Gupta, A.1    Jain, R.2
  • 25
    • 47049123468 scopus 로고    scopus 로고
    • gzip. GNU zip compression utility. http://www.gzip.org.
    • gzip. GNU zip compression utility. http://www.gzip.org.
  • 26
    • 33845191548 scopus 로고    scopus 로고
    • D.R. Heisterkamp, Building a latent semantic index of an image database from patterns of relevance feedback, in: Proceedings of the 16th International Conference on Pattern Recognition, August 2002, pp. 132-135.
    • D.R. Heisterkamp, Building a latent semantic index of an image database from patterns of relevance feedback, in: Proceedings of the 16th International Conference on Pattern Recognition, August 2002, pp. 132-135.
  • 28
    • 47049118358 scopus 로고    scopus 로고
    • IAPR. IAPR's technical committee 12: Multimedia and visual information systems, benchmarking for visual information retrieval. http://sci.vu.edu.au/clement/tc-12/benchmark.
    • IAPR. IAPR's technical committee 12: Multimedia and visual information systems, benchmarking for visual information retrieval. http://sci.vu.edu.au/clement/tc-12/benchmark.
  • 29
    • 0033897023 scopus 로고    scopus 로고
    • The Bayesian image retrieval system, PicHunter, theory, implementation, and psychological experiments
    • Ingemar J., and Cox J. The Bayesian image retrieval system, PicHunter, theory, implementation, and psychological experiments. IEEE Transactions on Image Processing 9 (2000) 20-37
    • (2000) IEEE Transactions on Image Processing , vol.9 , pp. 20-37
    • Ingemar, J.1    Cox, J.2
  • 30
    • 84937652953 scopus 로고
    • Logical basis for information theory and probability theory
    • Kolmogorov A. Logical basis for information theory and probability theory. IEEE Transactions on Information Theory 14 (1968) 662-664
    • (1968) IEEE Transactions on Information Theory , vol.14 , pp. 662-664
    • Kolmogorov, A.1
  • 31
    • 47049084959 scopus 로고    scopus 로고
    • C. Lee, W.Y. Ma, H.J. Zhang, Information embedding based on user's relevance feedback for image retrieval, in: Proceedings of SPIE International Conference on Multimedia Storage and Archiving Systems, vol. 4, 1999, pp. 19-22.
    • C. Lee, W.Y. Ma, H.J. Zhang, Information embedding based on user's relevance feedback for image retrieval, in: Proceedings of SPIE International Conference on Multimedia Storage and Archiving Systems, vol. 4, 1999, pp. 19-22.
  • 32
    • 84945198493 scopus 로고    scopus 로고
    • W. Lin, R. Jin, A. Hauptmann, Web image retrieval re-ranking with relevance model, in: Proceedings of the IEEE/WIC International Conference on Web Intelligence, 2003, pp. 242-248.
    • W. Lin, R. Jin, A. Hauptmann, Web image retrieval re-ranking with relevance model, in: Proceedings of the IEEE/WIC International Conference on Web Intelligence, 2003, pp. 242-248.
  • 33
    • 0034445068 scopus 로고    scopus 로고
    • J. Li, J. Wang, G. Wiederhold, IRM: Integrated region matching for image retrieval, in: Proceedings of the 8th ACM International Conference on Multimedia, 2000, pp. 147-156.
    • J. Li, J. Wang, G. Wiederhold, IRM: Integrated region matching for image retrieval, in: Proceedings of the 8th ACM International Conference on Multimedia, 2000, pp. 147-156.
  • 34
    • 0038415957 scopus 로고    scopus 로고
    • M. Li, X. Chen, X. Li, B. Ma, P. Vitányi, The similarity metric, in: Proceedings of the 14th ACM-SIAM Symposium on Discrete Algorithms, 2003, pp. 863-872.
    • M. Li, X. Chen, X. Li, B. Ma, P. Vitányi, The similarity metric, in: Proceedings of the 14th ACM-SIAM Symposium on Discrete Algorithms, 2003, pp. 863-872.
  • 35
    • 0036887665 scopus 로고    scopus 로고
    • Statistical correlation analysis in image retrieval
    • Li M., Chen Z., and Zhang H. Statistical correlation analysis in image retrieval. Pattern Recognition 35 12 (2002) 2687-2693
    • (2002) Pattern Recognition , vol.35 , Issue.12 , pp. 2687-2693
    • Li, M.1    Chen, Z.2    Zhang, H.3
  • 37
    • 0030706456 scopus 로고    scopus 로고
    • S. Mehrotra, Y. Rui, M. Ortega, T. Huang, Supporting content-based queries over images in MARS, in: Proceedings of IEEE International Conference on Multimedia Computing and Systems, 1997, pp. 632-633.
    • S. Mehrotra, Y. Rui, M. Ortega, T. Huang, Supporting content-based queries over images in MARS, in: Proceedings of IEEE International Conference on Multimedia Computing and Systems, 1997, pp. 632-633.
  • 38
    • 47049104260 scopus 로고    scopus 로고
    • C. Merz and P. Murphy, UCI repository of machine learning databases. http://www.ics.uci.edu/mlearn/MLRepository.html.
    • C. Merz and P. Murphy, UCI repository of machine learning databases. http://www.ics.uci.edu/mlearn/MLRepository.html.
  • 40
    • 47049104537 scopus 로고    scopus 로고
    • M. Oberhumer, UCL compression library, version 1.02. http://www.oberhumer.com/opensource/ucl.
    • M. Oberhumer, UCL compression library, version 1.02. http://www.oberhumer.com/opensource/ucl.
  • 41
    • 0029694338 scopus 로고    scopus 로고
    • A. Ono, M. Amano, M. Hakaridani, T. Satoh, M. Sakauchi, A flexible content-based image retrieval system with combined scene description keywords, in: Proceedings of IEEE International Conference on Multimedia Computing and Systems, 1996, pp. 201-208.
    • A. Ono, M. Amano, M. Hakaridani, T. Satoh, M. Sakauchi, A flexible content-based image retrieval system with combined scene description keywords, in: Proceedings of IEEE International Conference on Multimedia Computing and Systems, 1996, pp. 201-208.
  • 42
    • 0032636367 scopus 로고    scopus 로고
    • Probabilistic feature relevance learning for content-based image retrieval
    • Peng J., Bhanu B., and Qing S. Probabilistic feature relevance learning for content-based image retrieval. Computer Vision and Image Understanding 75 1/2 (1999) 150-164
    • (1999) Computer Vision and Image Understanding , vol.75 , Issue.1-2 , pp. 150-164
    • Peng, J.1    Bhanu, B.2    Qing, S.3
  • 44
    • 47049129385 scopus 로고    scopus 로고
    • R. Picard, C. Graczyk, S. Mann, J. Wachman, L. Picard, L. Campbell, MIT media lab: Vision texture database. http://vismod.media.mit.edu/vismod/imagery/VisionTexture/.
    • R. Picard, C. Graczyk, S. Mann, J. Wachman, L. Picard, L. Campbell, MIT media lab: Vision texture database. http://vismod.media.mit.edu/vismod/imagery/VisionTexture/.
  • 45
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen J. Modeling by shortest data description. Automatica 14 (1978) 465-471
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 46
    • 47049124491 scopus 로고    scopus 로고
    • S. Sclaroff, L. Taycher, M.L. Cascia, ImageRover: a content-based image browser for the world-wide web, Technical Report 97-005, CS Dept., Boston University, 1997.
    • S. Sclaroff, L. Taycher, M.L. Cascia, ImageRover: a content-based image browser for the world-wide web, Technical Report 97-005, CS Dept., Boston University, 1997.
  • 47
    • 0034442405 scopus 로고    scopus 로고
    • H.T. Shen, B.C. Ooi, K.L. Tan. Giving meanings to WWW images, in: Proceedings of ACM Multimedia, 2000, pp. 39-48.
    • H.T. Shen, B.C. Ooi, K.L. Tan. Giving meanings to WWW images, in: Proceedings of ACM Multimedia, 2000, pp. 39-48.
  • 48
    • 0030381271 scopus 로고    scopus 로고
    • A.F. Smeaton, I. Quigley, Experiments on using semantic distances between words in image caption retrieval, in: Proceedings of ACM SIGIR Conference on Research and Development in Information Retrieval, 1999, pp. 174-180.
    • A.F. Smeaton, I. Quigley, Experiments on using semantic distances between words in image caption retrieval, in: Proceedings of ACM SIGIR Conference on Research and Development in Information Retrieval, 1999, pp. 174-180.
  • 50
    • 0032649498 scopus 로고    scopus 로고
    • Image classification and querying using composite region templates
    • Smith J.R., and Li C.S. Image classification and querying using composite region templates. Computer Vision and Image Understanding 75 12 (1999) 165-174
    • (1999) Computer Vision and Image Understanding , vol.75 , Issue.12 , pp. 165-174
    • Smith, J.R.1    Li, C.S.2
  • 51
    • 0030389403 scopus 로고    scopus 로고
    • J. Smith, S. Chang, VisualSEEk: a fully automated content-based image query system, in: Proceedings of ACM Multimedia, 1996, pp. 87-98, 1996.
    • J. Smith, S. Chang, VisualSEEk: a fully automated content-based image query system, in: Proceedings of ACM Multimedia, 1996, pp. 87-98, 1996.
  • 52
    • 0004080988 scopus 로고    scopus 로고
    • Intelligent indexing and semantic retrieval of multimodal documents
    • Srihari R.K., Zhang Z., and Rao A. Intelligent indexing and semantic retrieval of multimodal documents. Information Retrieval 2 (2000) 245-275
    • (2000) Information Retrieval , Issue.2 , pp. 245-275
    • Srihari, R.K.1    Zhang, Z.2    Rao, A.3
  • 53
    • 0000107517 scopus 로고
    • An information measure for classification
    • Wallace C., and Boulton D. An information measure for classification. Computer Journal 11 (1968) 185-195
    • (1968) Computer Journal , vol.11 , pp. 185-195
    • Wallace, C.1    Boulton, D.2
  • 57
    • 13444278599 scopus 로고    scopus 로고
    • R. Yan, J. Yang, A.G. Hauptmann, Learning query-class dependent weights in automatic video retrieval, in: Proceedings of ACM International Conference on Multimedia, 2004, pp. 548-555.
    • R. Yan, J. Yang, A.G. Hauptmann, Learning query-class dependent weights in automatic video retrieval, in: Proceedings of ACM International Conference on Multimedia, 2004, pp. 548-555.
  • 58
    • 0041375372 scopus 로고    scopus 로고
    • P. Yin, B. Bhanu, K. Chang, Improving retrieval performance by long-term relevance information, in: Proceedings of the 16th International Conference on Pattern Recognition, 2002, pp. 533-536.
    • P. Yin, B. Bhanu, K. Chang, Improving retrieval performance by long-term relevance information, in: Proceedings of the 16th International Conference on Pattern Recognition, 2002, pp. 533-536.
  • 59
    • 0036613407 scopus 로고    scopus 로고
    • An active learning framework for content-based information retrieval
    • Zhang C., and Chen T. An active learning framework for content-based information retrieval. IEEE Transactions on Multimedia 4 2 (2002) 260-268
    • (2002) IEEE Transactions on Multimedia , vol.4 , Issue.2 , pp. 260-268
    • Zhang, C.1    Chen, T.2
  • 60
    • 0017493286 scopus 로고    scopus 로고
    • A universal algorithm for sequential data compression
    • Ziv J., and Lempel A. A universal algorithm for sequential data compression. IEEE Transactions on Information Theory 23 3 (1997) 337-343
    • (1997) IEEE Transactions on Information Theory , vol.23 , Issue.3 , pp. 337-343
    • Ziv, J.1    Lempel, A.2
  • 61
    • 47049124490 scopus 로고    scopus 로고
    • University of Washington, groundtruth image database. http://www.cs.washington.edu/research/imagedatabase/groundtruth.
    • University of Washington, groundtruth image database. http://www.cs.washington.edu/research/imagedatabase/groundtruth.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.