Abstract
Human color perception is subjective. In addition to RGB or HSV values representing color content, psychological factors, circumstantial factors, environmental factors, and physiological factors play an important role in encapsulating the color content. Typically, only the RGB of HSV values are used in indexing and retrieval of color images. In this paper, we demonstrate the superior retrieval performance of techniques which employ all of the above factors in color retrieval. We first present the variety of factors involved in human color perception and also an evaluation of the existing color indexing methods. Several interesting problems including comparison of images in color-perceptual domain and retrieval by color affection are illustrated as potential novel image query mechanisms.
| Original language | English (US) |
|---|---|
| Title of host publication | IEEE International Conference on Image Processing |
| Pages | 517-520 |
| Number of pages | 4 |
| Volume | 1 |
| State | Published - 2000 |
| Event | International Conference on Image Processing (ICIP 2000) - Vancouver, BC, Canada Duration: Sep 10 2000 → Sep 13 2000 |
Other
| Other | International Conference on Image Processing (ICIP 2000) |
|---|---|
| Country | Canada |
| City | Vancouver, BC |
| Period | 9/10/00 → 9/13/00 |
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ASJC Scopus subject areas
- Computer Vision and Pattern Recognition
- Hardware and Architecture
- Electrical and Electronic Engineering
Cite this
The role of color in content-based image retrieval. / Panchanathan, Sethuraman; Park, Y. C.; Kim, K. S.; Kim, P. K.; Golshani, F.
IEEE International Conference on Image Processing. Vol. 1 2000. p. 517-520.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - The role of color in content-based image retrieval
AU - Panchanathan, Sethuraman
AU - Park, Y. C.
AU - Kim, K. S.
AU - Kim, P. K.
AU - Golshani, F.
PY - 2000
Y1 - 2000
N2 - Human color perception is subjective. In addition to RGB or HSV values representing color content, psychological factors, circumstantial factors, environmental factors, and physiological factors play an important role in encapsulating the color content. Typically, only the RGB of HSV values are used in indexing and retrieval of color images. In this paper, we demonstrate the superior retrieval performance of techniques which employ all of the above factors in color retrieval. We first present the variety of factors involved in human color perception and also an evaluation of the existing color indexing methods. Several interesting problems including comparison of images in color-perceptual domain and retrieval by color affection are illustrated as potential novel image query mechanisms.
AB - Human color perception is subjective. In addition to RGB or HSV values representing color content, psychological factors, circumstantial factors, environmental factors, and physiological factors play an important role in encapsulating the color content. Typically, only the RGB of HSV values are used in indexing and retrieval of color images. In this paper, we demonstrate the superior retrieval performance of techniques which employ all of the above factors in color retrieval. We first present the variety of factors involved in human color perception and also an evaluation of the existing color indexing methods. Several interesting problems including comparison of images in color-perceptual domain and retrieval by color affection are illustrated as potential novel image query mechanisms.
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UR - http://www.scopus.com/inward/citedby.url?scp=0034441237&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:0034441237
VL - 1
SP - 517
EP - 520
BT - IEEE International Conference on Image Processing
ER -