학술논문

Evolving visual features and detectors
Document Type
Conference
Source
Proceedings SIBGRAPI'98. International Symposium on Computer Graphics, Image Processing, and Vision (Cat. No.98EX237) Computer graphics, image processing and vision Computer Graphics, Image Processing, and Vision, 1998. Proceedings. SIBGRAPI '98. International Symposium on. :246-253 1998
Subject
Computing and Processing
Signal Processing and Analysis
Computer vision
Detectors
Genetics
Face detection
Electrical capacitance tomography
Noise level
Application software
Learning systems
Data mining
Evolutionary computation
Language
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.