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Image Retrieval Using Mixture Models and EM Algorithm
[chapter]
2003
Lecture Notes in Computer Science
This paper presents an original system for interactive content-based image retrieval (CBIR). A novel approach for searching by similarity is introduced. It is based on a classification of the index database using mixture models and the EM algorithm. The presented retrieval system is evaluated and validated using a medical image database and the Washington University heterogeneous database (ANN).
doi:10.1007/3-540-45103-x_146
fatcat:n4iz3vstbjflxiif3cn5yy36qi