DocumentCode
2698625
Title
Representing 2D digital images through a normalized measure of redundancy
Author
Aranda-Garrido, M.C. ; Garcia, J.A. ; Fdez-Valdivia, J.
Author_Institution
Malaga Univ., Spain
Volume
1
fYear
1998
fDate
16-20 Aug 1998
Firstpage
42
Abstract
This paper presents a representational model in which spatial information is analyzed by multiple filters, each of which is sensitive to patterns that contain spatial frequencies in a restricted range. The model bases its responses on only those filters sensitive to significant structures in the image. Spatial structures are described at their best scales as given by a novel normalized redundancy approach based on the intrinsic redundancy of natural scenes
Keywords
filtering theory; image recognition; image representation; redundancy; 2D digital images; Gabor filters; image recognition; image representation; multiple filters; redundancy; spatial information; spatial structures; Channel bank filters; Digital images; Filter bank; Gabor filters; Image recognition; Information analysis; Information filtering; Information filters; Pattern analysis; Pattern recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location
Brisbane, Qld.
ISSN
1051-4651
Print_ISBN
0-8186-8512-3
Type
conf
DOI
10.1109/ICPR.1998.711075
Filename
711075
Link To Document