{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T02:36:59Z","timestamp":1755225419418,"version":"3.43.0"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2003,6,1]],"date-time":"2003-06-01T00:00:00Z","timestamp":1054425600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2003,6,1]],"date-time":"2003-06-01T00:00:00Z","timestamp":1054425600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["World Wide Web"],"published-print":{"date-parts":[[2003,6]]},"DOI":"10.1023\/a:1023618504691","type":"journal-article","created":{"date-parts":[[2003,6,6]],"date-time":"2003-06-06T13:55:35Z","timestamp":1054907735000},"page":"131-155","source":"Crossref","is-referenced-by-count":26,"title":["Relevance Feedback and Learning in Content-Based Image Search"],"prefix":"10.1007","volume":"6","author":[{"given":"Hongjiang","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingjing","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhong","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"5122905_CR1","doi-asserted-by":"crossref","unstructured":"C. Buckley and G. Salton, \u201cOptimization of relevance feedback weights,\u201d in Proceedings of SIGIR'95, 1995.","DOI":"10.1145\/215206.215383"},{"key":"5122905_CR2","doi-asserted-by":"crossref","unstructured":"S. K. Chang, C. W. Yan, D. C. Dimitroff, and T. Arndt, \u201cAn intelligent image database system,\u201d IEEE Transactions on Software Engineering 14(5), 1988.","DOI":"10.1109\/32.6147"},{"key":"5122905_CR3","doi-asserted-by":"crossref","unstructured":"Z. Chen, W. Liu, C. Hu, M. Li, and H. J. Zhang, \u201ciFind: A web image search engine,\u201d in Proceedings of SIGIR2001, 2001.","DOI":"10.1145\/383952.384091"},{"issue":"10","key":"5122905_CR4","doi-asserted-by":"crossref","first-page":"831","DOI":"10.1002\/asi.1132","volume":"52","author":"Z. Chen","year":"2001","unstructured":"Z. Chen, W. Liu, F. Zhang, M. Li, and H. J. Zhang, \u201cWeb mining for web image retrieval,\u201d Journal of the American Society for Information Science and Technology 52(10), August 2001, 831-839.","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"5122905_CR5","doi-asserted-by":"crossref","unstructured":"I. J. Cox, T. P. Minka, T. V. Papathomas, and P. N. Yianilos, \u201cThe Bayesian image retrieval system, PicHunter: Theory, implementation, and psychophysical experiments,\u201d IEEE Transactions on Image Processing, Special Issue on Digital Libraries, 2000.","DOI":"10.1109\/83.817596"},{"key":"5122905_CR6","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1109\/2.410146","volume":"28","author":"M. Flickner","year":"1995","unstructured":"M. Flickner, H. Sawhney, W. Niblack et al., \u201cQuery by image and video content: The QBIC system,\u201d IEEE Computer Magazine 28, 1995, 23-32.","journal-title":"IEEE Computer Magazine"},{"key":"5122905_CR7","doi-asserted-by":"crossref","unstructured":"J. Huang, S. R. Kumar, and M. Metra, \u201cCombining supervised learning with color correlograms for contentbased image retrieval,\u201d in Proceedings of ACM Multimedia'95, November 1997, pp. 325-334.","DOI":"10.1145\/266180.266383"},{"key":"5122905_CR8","unstructured":"Y. Ishikawa, R. Subramanya, and C. Faloutsos, \u201cMindreader: Query databases through multiple examples,\u201d in Proceedings of the 24th VLDB Conference, New York, 1998."},{"key":"5122905_CR9","doi-asserted-by":"crossref","unstructured":"F. Jing, M. Li, H. J. Zhang, and B. Zhang, \u201cAn effective region-based image retrieval framework,\u201d in Proceedings of ACM Multimedia 2002, Juan-les-Pins, France, December 1-6, 2002.","DOI":"10.1145\/641103.641106"},{"key":"5122905_CR10","doi-asserted-by":"crossref","unstructured":"J. Laaksonen, M. Koskela, and E. Oja, \u201cPicSOM: Self-organizing maps for content-based image retrieval,\u201d in Proceedings of International Joint Conference on NN, July 1999.","DOI":"10.1049\/cp:19991104"},{"key":"5122905_CR11","doi-asserted-by":"crossref","unstructured":"C. Lee, W. Y. Ma, and H. J. Zhang, \u201cInformation embedding based on user's relevance feedback for image retrieval,\u201d in Proceedings of SPIE International Conference on Multimedia Storage and Archiving Systems IV, Boston, 19-22 September 1999.","DOI":"10.1117\/12.360434"},{"key":"5122905_CR12","doi-asserted-by":"crossref","unstructured":"Y. Lu et al., \u201cA unified framework for semantics and feature based relevance feedback in image retrieval systems,\u201d in Proceedings of ACM MM2000, 2000.","DOI":"10.1145\/354384.354403"},{"key":"5122905_CR13","doi-asserted-by":"crossref","unstructured":"S. D. MacArthur, C. E. Brodley, and C.-R. Shyu, \u201cRelevance feedback decision trees in content-based image retrieval,\u201d in IEEE Workshop on Content-Based Access of Image and Video Libraries, 2000, pp. 68-72.","DOI":"10.1109\/IVL.2000.853842"},{"key":"5122905_CR14","doi-asserted-by":"crossref","unstructured":"T. Minka and R. Picard, \u201cInteractive learning using a 'Society of Models',\u201d Pattern Recognition 30(4), 1997.","DOI":"10.1016\/S0031-3203(96)00113-6"},{"key":"5122905_CR15","unstructured":"T. Mitchell, Machine Learning, McGraw-Hill, 1997."},{"key":"5122905_CR16","unstructured":"J. J. Rocchio Jr., \u201cRelevance feedback in information retrieval,\u201d in The SMART Retrieval System: Experiments in Automatic Document Processing, ed. G. Salton, Prentice-Hall, 1971, pp. 313-323."},{"key":"5122905_CR17","doi-asserted-by":"crossref","unstructured":"Y. Rui and T. S. Huang, \u201cA novel relevance feedback technique in image retrieval,\u201d in Proceedings of 7th ACM Conference on Multimedia, 1999.","DOI":"10.1145\/319878.319896"},{"key":"5122905_CR18","unstructured":"Y. Rui, T. S. Huang, and S. Mehrotra, \u201cContent-based image retrieval with relevance feedback in MARS,\u201d in Proceedings of IEEE International Conference on Image Processing, 1997."},{"key":"5122905_CR19","volume-title":"Automatic Text Processing","author":"G. Salton","year":"1989","unstructured":"G. Salton, Automatic Text Processing, Addison-Wesley, Reading, MA, 1989."},{"key":"5122905_CR20","unstructured":"G. Salton and M. McGill, Introduction to Modern Information Retrieval, McGraw-Hill, 1983."},{"key":"5122905_CR21","doi-asserted-by":"crossref","unstructured":"S. Sclaroff, L. Taycher, and M. L. Cascia, \u201cImageRover: a content-based image browser for theWorldWide Web,\u201d Technical Report 97-005, Boston University CS Dept., 1997.","DOI":"10.1109\/IVL.1997.629714"},{"key":"5122905_CR22","doi-asserted-by":"crossref","unstructured":"H. T. Shen, B. C. Ooi, and K. L. Tan, \u201cGiving meanings to WWW images,\u201d in Proceedings of ACM MM2000, 2000, pp. 39-48.","DOI":"10.1145\/354384.376098"},{"key":"5122905_CR23","volume-title":"ACM Multimedia 2001","author":"Z. Su","year":"2001","unstructured":"Z. Su, S. Li, and H. J. Zhang, \u201cExtraction of feature subspaces for content-based retrieval using relevance feedback,\u201d in ACM Multimedia 2001, Ottawa, Canada, 2001."},{"key":"5122905_CR24","volume-title":"SPIE Electronic Imaging 2001","author":"Z. Su","year":"2001","unstructured":"Z. Su, H. J. Zhang, and S. Ma, \u201cRelevant feedback using a Bayesian classifier in content-based image retrieval,\u201d in SPIE Electronic Imaging 2001, San Jose, CA, January 2001."},{"key":"5122905_CR25","unstructured":"K. Tieu and P. Viola, \u201cBoosting image retrieval,\u201d in IEEE Conference on Computer Vision and Pattern Recognition, 2000."},{"key":"5122905_CR26","volume-title":"ACM Multimedia 2001","author":"S. Tong","year":"2001","unstructured":"S. Tong and E. Chang, \u201cSupport vector machine active leaning for image retrieval,\u201d in ACM Multimedia 2001, Ottawa, Canada, 2001."},{"key":"5122905_CR27","unstructured":"N. Vasconcelos and A. Lippman, \u201cLearning from user feedback in image retrieval systems,\u201d in NIPS'99, Denver, CO, 1999."},{"key":"5122905_CR28","doi-asserted-by":"crossref","unstructured":"P. Wu and B. S. Manjunath, \u201cAdaptive nearest neighbour search for relevance feedback in large image database,\u201d in ACM Multimedia Conference, Ottawa, Canada, 2001.","DOI":"10.1145\/500156.500157"},{"key":"5122905_CR29","unstructured":"Y. Wu, Q. Tian, and T. S. Huang, \u201cDiscriminant EM algorithm with application to image retrieval,\u201d in IEEE CVPR, South Carolina, 2000."},{"key":"5122905_CR30","doi-asserted-by":"crossref","unstructured":"H. J. Zhang and D. Zhong, \u201cA scheme for visual feature based image indexing,\u201d in Proceedings of IS&T\/SPIE Conference on Storage and Retrieval for Image and Video Databases III, 1995, pp. 36-46.","DOI":"10.1117\/12.205314"}],"container-title":["World Wide Web"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1023618504691.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1023\/A:1023618504691\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1023618504691.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,13]],"date-time":"2025-08-13T11:53:30Z","timestamp":1755086010000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1023\/A:1023618504691"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003,6]]},"references-count":30,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2003,6]]}},"alternative-id":["5122905"],"URL":"https:\/\/doi.org\/10.1023\/a:1023618504691","relation":{},"ISSN":["1386-145X","1573-1413"],"issn-type":[{"type":"print","value":"1386-145X"},{"type":"electronic","value":"1573-1413"}],"subject":[],"published":{"date-parts":[[2003,6]]}}}