Search results for key=JaH1998 :
1 match found.
Refereed full papers (journals, book chapters, international conferences)
1998
@article{JaH1998,
vgclass = {refpap},
vgproject = {cbir},
author = {A. Jain and G. Healey},
title = {A Multiscale Representation Including Opponent Color
Features for Texture Recognition},
journal = {IEEE Transactions on Image Processing},
volume = {7},
number = {1},
pages = {124--128},
month = {January},
year = {1998},
abstract = {We introduce a representation for color texture using
unichrome and opponent features computed from Gabor filter outputs. The
unichrome features are computed from the spectral bands independently
while the opponent features combine information across different
spectral bands at different scales. Opponent features are motivated by
color opponent mechanisms in human vision. We present a method for
efficiently implementing these filters which is of particular interest
for processing the additional information present in color images.
Using a database of 2,560 image regions, we show that the multiscale
approach using opponent features provides better recognition accuracy
than other approaches.},
}