Title :
Evolving visual features and detectors
Author :
GUARDA, ALVARO ; GAL, CHRISTOPHE LE ; Lux, Augustin
Author_Institution :
INRIA, St. Martin, France
Abstract :
This paper addresses the problem of automatic synthesis of visual detectors. We present a method using genetic techniques to learn visual features and a program which combines and integrates the features in non-linear ways. The method is integrated in a face tracking system to generate a variety of new visual perceptual processes
Keywords :
computer vision; object detection; automatic synthesis; face tracking system; genetic techniques; visual detectors; visual perceptual processes; Application software; Computer vision; Data mining; Detectors; Electrical capacitance tomography; Evolutionary computation; Face detection; Genetics; Learning systems; Noise level;
Conference_Titel :
Computer Graphics, Image Processing, and Vision, 1998. Proceedings. SIBGRAPI '98. International Symposium on
Conference_Location :
Rio de Janeiro
Print_ISBN :
0-8186-9215-4
DOI :
10.1109/SIBGRA.1998.722757
