TY - GEN
T1 - Effective color image retrieval based on the Gaussian mixture model
AU - Luszczkiewicz-Piatek, Maria
AU - Smolka, Bogdan
PY - 2011
Y1 - 2011
N2 - The main problem addressed in this paper is as follows: a system applying the proposed framework should retrieve all images whose color structure is similar to that of the given query image, independently on the applied lossy coding. We propose an approach based on the color histogram approximation using the Gaussian Mixture Model. The proposed method incorporates the information on the spatial distribution of the color image pixels utilizing the bilateral filtering scheme. The retrieval results were evaluated on large databases of natural color images and the usefulness of the proposed technique was compared with some commonly known retrieval methods operating on color histograms.
AB - The main problem addressed in this paper is as follows: a system applying the proposed framework should retrieve all images whose color structure is similar to that of the given query image, independently on the applied lossy coding. We propose an approach based on the color histogram approximation using the Gaussian Mixture Model. The proposed method incorporates the information on the spatial distribution of the color image pixels utilizing the bilateral filtering scheme. The retrieval results were evaluated on large databases of natural color images and the usefulness of the proposed technique was compared with some commonly known retrieval methods operating on color histograms.
KW - Gaussian mixture
KW - color image retrieval
KW - lossy compression
UR - https://www.scopus.com/pages/publications/79953881946
U2 - 10.1007/978-3-642-20404-3_16
DO - 10.1007/978-3-642-20404-3_16
M3 - Conference contribution
AN - SCOPUS:79953881946
SN - 9783642204036
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 199
EP - 213
BT - Computational Color Imaging - Third International Workshop, CCIW 2011, Proceedings
T2 - 3rd International Workshop on Computational Color Imaging, CCIW 2011
Y2 - 20 April 2011 through 21 April 2011
ER -