Logistic regression models for relevance feedback in content-based image retrieval

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4676, Issue , 2002, Pages 49-58

  Caenen, Geert ^a   Pauwels, Eric J ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

Content Based Image Retrieval; GLIM; Logistic Regression; Relevance Feedback; User Interaction

Indexed keywords

DATABASE SYSTEMS; MATHEMATICAL MODELS; PROBABILITY; REGRESSION ANALYSIS; WEB BROWSERS;

LOGISTIC REGRESSION;

CONTENT BASED RETRIEVAL;

EID: 0036030194     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.451115     Document Type: Conference Paper

References (9)

1. Jeffrey R. Bach, Charles Fuller, Amarnath Gupta, Arun Hampapur, Bradley Horowitz, Rich Humphrey, Ramesh Jain and Chiao fe Shu. The Virage image search engine: An open framework for image management. In Proceedings SPIE Storage and Retrieval for Image and Video Databases, Volume 2670, pages 76-87, 1996.
2. I.J. Cox, M.L. Miller, T.P. Minka, T. Papathomas and P.N. Yianilos: The Bayesian Image Retrieval System, PicHunter. IEEE Trans. Image Processing, Vol. 9, No.1, January 2000.
3. John R. Smith and Shih-Fu Chang. Integrated spatial and feature image query. Multimedia System Journal, 7(2):129-140, March 1999.
4. Pengyu Hong, Qi Tian, Thomas S. Huang: Incorporate Support Vector Machines to Content-Based Image Retrieval with Relevant Feedback. Proceedings of ICIP 2000, v.III,pp.750-753.
5. D.W. Hosmer and S. Lemeshow: Applied Logistic Regression. Wiley 1989.
6. Oded Maron: Learning from Ambiguity. MIT, PhD-Thesis June 1998.
7. P. McCullagh and J.A. Nelder: Generalized Linear Models. The Monographs on Statistics and Applied Probability, Vol. 37.
8. Kinh Thieu and Paul Viola, Boosting Image Retrieval, Proc. CPVR 2000.
9. Arnold W.M. Smeulders, Marcel Worring, Simone Santini, Amarnath Gupta, Ramesh Jain: Content-based image retrieval: the end of the early years. PAMI 22-12, 2000, pp. 1349-1380.