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Volumn 18, Issue 4, 2006, Pages 509-523

A unified log-based relevance feedback scheme for image retrieval

Author keywords

Content based image retrieval; Log data; Log based relevance feedback; Relevance feedback; Semantic gap; Support vector machines; User issues

Indexed keywords

CONTENT-BASED IMAGE RETRIEVAL; LOG DATA; LOG-BASED RELEVANCE FEEDBACK; RELEVANCE FEEDBACK; SEMANTIC GAP; SUPPORT VECTOR MACHINES; USER ISSUES;

EID: 33644650424     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2006.1599389     Document Type: Article
Times cited : (141)

References (50)
  • 1
    • 1542317693 scopus 로고    scopus 로고
    • Using terminological feedback for web search refinement: A log-based study
    • P. Anick, "Using Terminological Feedback for Web Search Refinement: A Log-Based Study," Proc. 26th Ann. Int'l ACM SIGIR Conf., pp. 88-95, 2003.
    • (2003) Proc. 26th Ann. Int'l ACM SIGIR Conf. , pp. 88-95
    • Anick, P.1
  • 2
    • 0034479195 scopus 로고    scopus 로고
    • Retrieval by shape similarity with perceptual distance and effective indexing
    • S. Berretti, A. Del Bimbo, and P. Pala, "Retrieval by Shape Similarity with Perceptual Distance and Effective Indexing," IEEE Trans. Multimedia, vol. 4, pp. 225-239, 2000.
    • (2000) IEEE Trans. Multimedia , vol.4 , pp. 225-239
    • Berretti, S.1    Del Bimbo, A.2    Pala, P.3
  • 5
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C.J.C. Burges, "A Tutorial on Support Vector Machines for Pattern Recognition," Data Mining and Knowledge Discovery, vol. 2, no. 2, pp. 121-167, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 12
    • 84925605946 scopus 로고    scopus 로고
    • The entire regularization path for the support vector machine
    • T. Hastie, S. Rosset, R. Tibshirani, and J. Zhu, "The Entire Regularization Path for the Support Vector Machine," J. Machine Learning Research, vol. 5, pp. 1391-1415, 2004.
    • (2004) J. Machine Learning Research , vol.5 , pp. 1391-1415
    • Hastie, T.1    Rosset, S.2    Tibshirani, R.3    Zhu, J.4
  • 15
    • 10944244185 scopus 로고    scopus 로고
    • Biased support vector machine for relevance feedback in image retrieval
    • C.H. Hoi and M.R. Lyu, "Biased Support Vector Machine for Relevance Feedback in Image Retrieval," Proc. Int'l Joint Conf. Neural Networks, pp. 3189-3194, 2004.
    • (2004) Proc. Int'l Joint Conf. Neural Networks , pp. 3189-3194
    • Hoi, C.H.1    Lyu, M.R.2
  • 16
    • 10044262007 scopus 로고    scopus 로고
    • Group-based relevance feeedback with support vector machine ensembles
    • C.H. Hoi and M.R. Lyu, "Group-Based Relevance Feeedback with Support Vector Machine Ensembles," Proc. 17th Int'l Conf. Pattern Recognition, pp. 874-877, 2004.
    • (2004) Proc. 17th Int'l Conf. Pattern Recognition , pp. 874-877
    • Hoi, C.H.1    Lyu, M.R.2
  • 17
    • 13444257532 scopus 로고    scopus 로고
    • A novel log-based relevance feedback technique in content-based image retrieval
    • C.H. Hoi and M.R. Lyu, "A Novel Log-Based Relevance Feedback Technique in Content-Based Image Retrieval," Proc. 12th ACM Int'l Conf. Multimedia, pp. 24-31, 2004.
    • (2004) Proc. 12th ACM Int'l Conf. Multimedia , pp. 24-31
    • Hoi, C.H.1    Lyu, M.R.2
  • 18
    • 0034441543 scopus 로고    scopus 로고
    • Incorporate support vector machines to content-based image retrieval with relevant feedback
    • P. Hong, Q. Tian, and T.S. Huang, "Incorporate Support Vector Machines to Content-Based Image Retrieval with Relevant Feedback," Proc. of IEEE Int'l Conf. Image Processing, vol. 3, pp. 750-753, 2000.
    • (2000) Proc. of IEEE Int'l Conf. Image Processing , vol.3 , pp. 750-753
    • Hong, P.1    Tian, Q.2    Huang, T.S.3
  • 19
    • 0035172606 scopus 로고    scopus 로고
    • Image retrieval by relevance feedback: From heuristic weight adjustment to optimal learning methods
    • Oct
    • T.S. Huang and X.S. Zhou, "Image Retrieval by Relevance Feedback: From Heuristic Weight Adjustment to Optimal Learning Methods," Proc. IEEE Int'l Conf. Image Processing, vol. 3, pp. 2-5, Oct. 2001.
    • (2001) Proc. IEEE Int'l Conf. Image Processing , vol.3 , pp. 2-5
    • Huang, T.S.1    Zhou, X.S.2
  • 21
    • 0032164964 scopus 로고    scopus 로고
    • Shape-based retrieval: A case study with trademark image database
    • A.K. Jain and A. Vailaya, "Shape-Based Retrieval: A Case Study with Trademark Image Database," Pattern Recognition, vol. 9, pp. 1369-1390, 1998.
    • (1998) Pattern Recognition , vol.9 , pp. 1369-1390
    • Jain, A.K.1    Vailaya, A.2
  • 22
    • 1542347786 scopus 로고    scopus 로고
    • Automatic image annotation and retrieval using cross-media relevance models
    • J. Jeon, V. Lavrenko, and R. Manmatha, "Automatic Image Annotation and Retrieval Using Cross-Media Relevance Models," Proc. 26th Ann. Int'l ACM SIGIR Conf., pp. 119-126, 2003.
    • (2003) Proc. 26th Ann. Int'l ACM SIGIR Conf. , pp. 119-126
    • Jeon, J.1    Lavrenko, V.2    Manmatha, R.3
  • 23
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • T. Joachims, "Transductive Inference for Text Classification Using Support Vector Machines," Proc. 16th Int'l Conf. Machine Learning, pp. 200-209, 1999.
    • (1999) Proc. 16th Int'l Conf. Machine Learning , pp. 200-209
    • Joachims, T.1
  • 28
    • 1942418620 scopus 로고    scopus 로고
    • On discriminative vs. generative classifiers: A comparison of logistic regression and naive bayes
    • A.Y. Ng and M.I. Jordan, "On Discriminative vs. Generative Classifiers: A Comparison of Logistic Regression and Naive Bayes," Advances in Neural Information Processing Systems, vol. 14, pp. 841-848, 2001.
    • (2001) Advances in Neural Information Processing Systems , vol.14 , pp. 841-848
    • Ng, A.Y.1    Jordan, M.I.2
  • 29
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • J.C. Platt, "Fast Training of Support Vector Machines Using Sequential Minimal Optimization," Advances in Kernel Methods - Support Vector Machines, pp. 185-208, 1999.
    • (1999) Advances in Kernel Methods - Support Vector Machines , pp. 185-208
    • Platt, J.C.1
  • 34
    • 84989552705 scopus 로고
    • Improving retrieval performance by relevance feedback
    • G. Salton and C. Buckley, "Improving Retrieval Performance by Relevance Feedback," J. Am. Soc. for Information Science, vol. 44, no. 4, pp. 288-287, 1990.
    • (1990) J. Am. Soc. for Information Science , vol.44 , Issue.4 , pp. 288-1287
    • Salton, G.1    Buckley, C.2
  • 38
    • 10044271843 scopus 로고    scopus 로고
    • Nonparametric discriminant analysis in relevance feedback for content-based image retrieval
    • D. Tao and X. Tang, "Nonparametric Discriminant Analysis in Relevance Feedback for Content-Based Image Retrieval," Proc. IEEE Int'l Conf. Pattern Recognition, 2004.
    • (2004) Proc. IEEE Int'l Conf. Pattern Recognition
    • Tao, D.1    Tang, X.2
  • 41
    • 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," Proc. Ninth ACM Int'l Conf. Multimedia, pp. 107-118, 2001.
    • (2001) Proc. Ninth ACM Int'l Conf. Multimedia , pp. 107-118
    • Tong, S.1    Chang, E.2
  • 46
    • 0030407491 scopus 로고    scopus 로고
    • Query expansion using local and global document analysis
    • J. Xu and W.B. Croft, "Query Expansion Using Local and Global Document Analysis," Proc. 19th Ann. Int'l ACM SIGIR Conf., pp. 4-11, 1996.
    • (1996) Proc. 19th Ann. Int'l ACM SIGIR Conf. , pp. 4-11
    • Xu, J.1    Croft, W.B.2
  • 47
    • 0035158947 scopus 로고    scopus 로고
    • Support vector machine learning for image retrieval
    • L. Zhang, F. Lin, and B. Zhang, "Support Vector Machine Learning for Image Retrieval," Proc. Int'l Conf. Image Processing, vol. 2, pp. 721-724, 2001.
    • (2001) Proc. Int'l Conf. Image Processing , vol.2 , pp. 721-724
    • Zhang, L.1    Lin, F.2    Zhang, B.3
  • 48
    • 0005004572 scopus 로고    scopus 로고
    • A probability analysis on the value of unlabeled data for classification problems
    • T. Zhang and F.J. Oles, "A Probability Analysis on the Value of Unlabeled Data for Classification Problems," Proc. 17th Int'l Conf. Machine Learning, 2000.
    • (2000) Proc. 17th Int'l Conf. Machine Learning
    • Zhang, T.1    Oles, F.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.