On the representation of image structures via scale space entropy conditions

Citation
M. Ferraro et al., On the representation of image structures via scale space entropy conditions, IEEE PATT A, 21(11), 1999, pp. 1199-1203
Citations number
15
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
ISSN journal
01628828 → ACNP
Volume
21
Issue
11
Year of publication
1999
Pages
1199 - 1203
Database
ISI
SICI code
0162-8828(199911)21:11<1199:OTROIS>2.0.ZU;2-F
Abstract
This gager deals with a novel way for representing and computing image feat ures encapsulated within different regions of scale-space. Employing a ther modynamical model for scale-space generation, the method derives features a s those corresponding to "entropy rich" image regions where, within a given range of spatial scales, the entropy gradient remains constant. Different types of image features, defining regions of different information content, are accordingly encoded by such regions within different bands of spatial scale.