Introduction to MPEG-7: Multimedia Content Description Interface
Introduction to MPEG-7: Multimedia Content Description Interface
A Metric for Distributions with Applications to Image Databases
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Bilateral Filtering for Gray and Color Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Image statistics for clustering paintings according to their visual appearance
Computational Aesthetics'09 Proceedings of the Fifth Eurographics conference on Computational Aesthetics in Graphics, Visualization and Imaging
Gaussian mixture model based retrieval technique for lossy compressed color images
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Effective color image retrieval based on the gaussian mixture model
CCIW'11 Proceedings of the Third international conference on Computational color imaging
Image retrieval based on Gaussian mixture approach to color localization
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Selective color image retrieval based on the gaussian mixture model
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
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In this paper we propose a novel approach to the problem of color image indexing and retrieval applied for collections of paintings. The described indexing technique utilizes the Gaussian Mixture Model of the color histogram based on weights provided by the Bilateral Filtering scheme. Thus, the proposed technique considers not only the global distribution of the color image pixels but also takes into account their spatial arrangement. The model parameters serve as signatures which enable fast and efficient retrieval of paintings in large databases. The proposed approach is not only robust to color image distortions introduced by lossy compression artifacts and therefore it is well suited for indexing and retrieval of collections of paintings, but it also provides meaningful results, coherent in their artistic style features.