THE RGF PANDEMONIUM: A LOW-LEVEL REPRESENTATIONAL MODEL FOR IMAGES

✍ Scribed by ROSA RODRIGUEZ-SANCHEZ; J.A. GARCÍA; J. FDEZ-VALDIVIA

• Book ID: 104161966
• Publisher: Elsevier Science
• Year: 1998
• Tongue: English
• Weight: 891 KB
• Volume: 31
• Category: Article
• ISSN: 0031-3203
• DOI: 10.1016/s0031-3203(98)00026-0

✦ Synopsis

In this work, we have reformulated the selection of a few responding units tuned to patterns of activity from the Fourier spectrum as a multilayer system composed of four stages of different kinds of feature detectors. The system output is a sparse representation for images that produces an organization according to object power discrimination. The resultant multilayer system provides a more efficient representation for later stages of processing because it possesses a higher degree of perceptual independence among its outputs.