摘要: Content-based image retrieval using region segmentation has been an active research area. We present IRM (Integrated Region Matching), a novel similarity measure for region-based comparison. The targeted systems represent by set of regions, roughly corresponding to objects, which are characterized features reflecting color, texture, shape, and location properties. evaluating overall between images incorporates properties all the regions in region-matching scheme. Compared with based on individual approach reduces influence inaccurate segmentation, helps clarify semantics particular region, enables simple querying interface systems. implemented as part our experimental SIMPLIcity system. application database about 200,000 general-purpose shows exceptional robustness alterations such intensity variation, sharpness color distortions, shape cropping, shifting, rotation. several existing systems, system general achieves more accurate at higher speed.
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sci-hub.se 参考文章(26)
Chad Carson, Megan Thomas, Serge Belongie, Joseph M. Hellerstein, Jitendra Malik, Blobworld: A System for Region-Based Image Indexing and Retrieval Lecture Notes in Computer Science. pp. 509- 516 ,(1999) , 10.1007/3-540-48762-X_63
Sougata Mukherjea, Kyoji Hirata, Yoshinori Hara, AMORE: A World Wide Web image retrieval engine World Wide Web. ,vol. 2, pp. 115- 132 ,(1999) , 10.1023/A:1019248722478
Jia Li, J.Z. Wang, R.M. Gray, G. Wiederhold, Multiresolution object-of-interest detection for images with low depth of field international conference on image analysis and processing. pp. 32- 37 ,(1999) , 10.1109/ICIAP.1999.797567
Wei-Ying Ma, Bangalore S Manjunath, NeTra: a toolbox for navigating large image databases international conference on image processing. ,vol. 1, pp. 568- 571 ,(1997) , 10.1109/ICIP.1997.647976
Scott Stevens, Michael Christen, Howard Wactlar, Informedia: improving access to digital video Interactions. ,vol. 1, pp. 67- 71 ,(1994) , 10.1145/194283.194311
C. Faloutsos, R. Barber, M. Flickner, J. Hafner, W. Niblack, D. Petkovic, W. Equitz, Efficient and effective querying by image content intelligent information systems. ,vol. 3, pp. 231- 262 ,(1994) , 10.1007/BF00962238
James Ze Wang, Gio Wiederhold, Oscar Firschein, Sha Xin Wei, Content-based image indexing and searching using Daubechies' wavelets International Journal on Digital Libraries. ,vol. 1, pp. 311- 328 ,(1998) , 10.1007/S007990050026
John R. Smith, Chung-Sheng Li, Image Classification and Querying Using Composite Region Templates Computer Vision and Image Understanding. ,vol. 75, pp. 165- 174 ,(1999) , 10.1006/CVIU.1999.0771
Ingrid Daubechies, Ten Lectures on Wavelets ,(1992)
Gholamhosein Sheikholeslami, Wendy Chang, Aidong Zhang, Semantic clustering and querying on heterogeneous features for visual data acm multimedia. pp. 3- 12 ,(1998) , 10.1145/290747.290749