DocumentCode
1860260
Title
An analysis of the relationship between painters based on their work
Author
Bressan, Marco ; Cifarelli, Claudio ; Perronnin, Florent
Author_Institution
XRCE - Xerox Res. Center Eur., Meylan
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
113
Lastpage
116
Abstract
We propose a methodology to analyze and visualize the relationships and influences between painters. We build a graph where each painter is a node and an edge between two nodes is weighted by the painters´ similarity. The similarity of two painters is measured as a function of the similarity between their paintings. Although the image representation we use was initially developed for the detection of objects in natural images, we will show how our system can discover artistic periods and non-obvious connections between painters belonging to different artistic movements, showing its usefulness for the computer-assisted study of art.
Keywords
art; image representation; object detection; aesthetics; artistic movement; image representation; natural image; object detection; painter; painting similarity; Art; Hidden Markov models; Image databases; Image edge detection; Image representation; Image retrieval; Kernel; Object detection; Painting; Visualization; Aesthetics; Fisher kernel; image representation; paintings;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1522-4880
Print_ISBN
978-1-4244-1765-0
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2008.4711704
Filename
4711704
Link To Document