Name
Title | ||
|---|---|---|
On the Reliability Degree of Hue and Saturation Values of a Pixel for Color Image Classification |
Abstract | ||
|---|---|---|
Variability of hue and saturation components is an important drawback for developing accurate color image segmentation algorithms based on HSI spaces: different colors can return similar color components because of the different illumination levels, and the components of a color change accordingly to the illumination level. To avoid these problems within color segmentation algorithms, we propose a method that, based on predicted hue and saturation deviations, provides the reliability degree of the H-S color components based obtained HIS values. The reliability degree has been used for improving color classification results |
Year | DOI | Venue |
|---|---|---|
2005 | 10.1109/FUZZY.2005.1452411 | FUZZ-IEEE |
Keywords | Field | DocType |
computer vision,fuzzy set theory,image classification,image colour analysis,image representation,image segmentation,reliability,HSI space,color image classification,color image segmentation,illumination,pixel hue value,pixel saturation value,reliability degree | Computer vision,Color space,Pattern recognition,Color histogram,Computer science,CIECAM02,Hue,Color depth,Color balance,Artificial intelligence,Color normalization,Color image | Conference |
ISSN | ISBN | Citations |
1098-7584 | 0-7803-9159-4 | 4 |
PageRank | References | Authors |
0.46 | 7 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Santiago Romaní | 1 | 20 | 2.78 |
| Pilar Sobrevilla | 2 | 285 | 41.28 |
| Eduard Montseny | 3 | 272 | 40.75 |