Li Xiong, Liu Yuncai. The motivation of visual mechanisms to machine vision: examples[J]. Journal of Image and Graphics, 2013, 18(2): 152-156. DOI: 10.11834/jig.20130204.
It has been a promising methodology that designs machine vision algorithms based on the vision mechanism of primate. In this paper
from the intersection points of vision mechanism and machine vision algorithms
we summarize two categories of important vision mechanisms or models
and present their corresponding machine vision algorithms. 1)Cooperative learning and competitive learning: machine vision algorithms motivated by the models typically include stereo vision
neural networks and sparse coding. 2)Simple cell and complex cell: machine vision algorithms corresponding to the models focus on HMAX feature