A CONTRAST-DRIVEN AND LUMINANCE-DRIVEN MULTISCALE NETWORK MODEL OF BRIGHTNESS PERCEPTION

被引:86
作者
PESSOA, L
MINGOLLA, E
NEUMANN, H
机构
[1] BOSTON UNIV,DEPT COGNIT & NEURAL SYST,BOSTON,MA 02215
[2] UNIV ULM,FAK INFORMAT,NEUROINFORMAT ABT,D-89069 ULM,GERMANY
关键词
BRIGHTNESS; FILLING IN; NEURAL NETWORKS; MACH BANDS; BRIGHTNESS ANCHORING; MULTIPLE SCALES;
D O I
10.1016/0042-6989(94)00313-0
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
A neural network model of brightness perception is developed to account for a wide variety of data, including the classical phenomenon of Mach bands, low- and high-contrast missing fundamental, luminance staircases, and non-linear contrast effects associated with sinusoidal waveforms. The model builds upon previous work on filling-in models that produce brightness profiles through the interaction of boundary and feature signals. Boundary computations that are sensitive to luminance steps and to continuous luminance gradients are presented. A new interpretation of feature signals through the explicit representation of contrast-driven and luminance-driven information is provided and directly addresses the issue of brightness ''anchoring''. Computer simulations illustrate the model's competencies.
引用
收藏
页码:2201 / 2223
页数:23
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