Fast adaptive mahalanobis distance-based search and retrieval in image databases

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2008, Pages 181-184

  Ramaswamy, Sharadh ^a   Rose, Kenneth ^a  

^a University of California   (United States)

Author keywords

Clustering; Image indexing; Relevance feedback; Similarity search; Vector quantization

Indexed keywords

BASIC PROPERTIES; CLUSTERING; CLUSTERING PROCEDURE; IMAGE DATABASE; IMAGE INDEXING; INDEXING TECHNIQUES; MAHALANOBIS; MAHALANOBIS DISTANCES; NEAREST NEIGHBOR SEARCH; RELEVANCE FEEDBACK; SEARCH AND RETRIEVAL; SEPARATING HYPERPLANE; SIMILARITY SEARCH; USER RELEVANCE FEEDBACKS; VA-FILE; WEIGHT MATRICES;

GEOMETRY; IMAGE PROCESSING; IMAGE RETRIEVAL; IMAGING SYSTEMS; INDEXING (OF INFORMATION); VECTOR QUANTIZATION;

FEEDBACK;

EID: 69949143557     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4711721     Document Type: Conference Paper

References (8)

1. B.S. Manjunath, J.-R. Ohm, V.V. Vasudevan, and A. Yamada, "Color and texture descriptors.," IEEE Trans. on Circuits and Systems for Video Technology, vol. 11, no. 6, pp. 703-715, June 2001.
2. R. Weber, H.J. Schek, and S. Blott, "A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces.," in VLDB, August 1998, pp. 194-205.
3. R.E. Bellman, Adaptive Control Processes: A Guided Tour, Princeton University Press, Princeton, NJ, 1961.
4. T. Huang and X. S. Zhou, "Image retrieval with relevance feedback: From heuristic weight adjustment to optimal learning methods," in ICIP, 2001, vol. 3, pp. 2-5.
5. Y. Ishikawa, R. Subramanya, and C. Faloutsos, "Mindreader: Querying databases through multiple examples," in VLDB, August 1998, pp. 218-227.
6. Y. Rui and T. Huang, "Optimizing learning in image retrieval," CVPR, vol. 1, pp. 1236-1243, 2000.
7. Y. Sakurai, M. Yoshikawa, R. Kataoka, and S. Uemura, "Similarity search for adaptive ellipsoid queries using spatial transformation," in VLDB, 2001, pp. 231-240.
8. S. Ramaswamy and K. Rose, "Adaptive cluster-distance bounding for similarity search in image databases," in ICIP, 2007, vol. 6, pp. 381-384.