Semantic image retrieval based on probabilistic latent semantic analysis

Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006

Volumn , Issue , 2006, Pages 703-706

  Shah Hosseini, Amin ^a   Knapp, Gerald M ^a  

^a Louisiana State University   (United States)

Author keywords

CBIR; Probabilistic latent semantic analysis; Relevance feedback

Indexed keywords

PROBABILISTIC LATENT SEMANTIC ANALYSIS; PROBABILISTIC LATENT SEMANTIC ANALYSIS (PLSA); RELEVANCE FEEDBACK;

DATABASE SYSTEMS; FEEDBACK; INFORMATION RETRIEVAL SYSTEMS; LEARNING SYSTEMS; ONLINE SEARCHING; PROBABILISTIC LOGICS; SEMANTICS;

IMAGE RETRIEVAL;

EID: 34547191079     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1180639.1180788     Document Type: Conference Paper

References (8)

1. Cox, I., Minka T., Papathomas, T., Yianilos, P. The Baysian Image Retrieval System, PicHunter. IEEE Transactions on Image Processing, 9(1), 2000, 20-37.
2. He, X., King O., Ma, W., Li, M., Zhang, H. Learning a semantic space from user's relevance feedback for image retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 13(1), 2003, 39-48
3. Hofmann, T. Unsupervised Learning by Probabilistic Latent Semantic Analysis, Machine Learning, 42, 2001, 177-196
4. Jin, X, Zhou, Y., Mobasher, B. Web Usage Mining Based on Probabilistic Latent Semantic Analysis, in Proceeding of ACM-KDD Conference, 2004, 197-205.
5. Jing, F., Li, M., Zhang, H., Zhang, B. A Unified Framework for Image Retrieval Using Keyword and Visual Features. IEEE Transactions on Image Processing, 14(7), 2005, 979-989.
6. Koskela, A. and Laaksonen J. Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval, in Proceedings of the 3rd International Workshop on Pattern Recognition in Information Systems, 2003, 72-79.
7. th Workshop on Mining Scientific and Engineering Datasets, 2003.
8. Wu, K. and Yap, K. A Perceptual Subjectivity Notion in Interactive Content-Based Image Retrieval Systems, Intelligent Multimedia Processing with Soft Computing, Springer, 2005.