DocumentCode
3009098
Title
Color Harmonies and Contrasts Search in Art Image Collections
Author
Ivanova, Krassimira ; Stanchev, Peter
Author_Institution
Inf. Syst. Dept., Inst. of Math. & Inf. - BAS, Sofia, Bulgaria
fYear
2009
fDate
20-25 July 2009
Firstpage
180
Lastpage
187
Abstract
In this paper a novel and more complete classification of color harmonies and contrasts are presented. It is done on the base of the three main characteristics of the color, which are most closed to the human perception - hue, saturation and lightness. Functions for automatic features extraction from digital images, using MPEG-7 dominant color descriptor are defined. The results of these functions are new high-level features vectors, corresponding to outline color combinations. An experimental software system was developed and experiments were conducted. The system can be used by designers and art students for searching images, having specific harmonies and contrasts in image collections. In future we will use the system as a Web 2.0 service, which could be included in a virtual learning environment.
Keywords
content-based retrieval; feature extraction; image colour analysis; image retrieval; MPEG-7 dominant color descriptor; Web 2.0 service; art image collection; automatic features extraction; color harmonies; content-based image retrieval; digital images; human perception; software system; virtual learning environment; Art; Content based retrieval; Humans; Image databases; Image retrieval; Informatics; Mathematics; Multimedia systems; Thesauri; Vocabulary; Color; Color Harmonies; Content-Based Image Retrieval; Contrast;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Multimedia, 2009. MMEDIA '09. First International Conference on
Conference_Location
Colmar
Print_ISBN
978-0-7695-3693-4
Type
conf
DOI
10.1109/MMEDIA.2009.41
Filename
5206891
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