A Computational Model for Processing Object Motion Based on Retina Neural Mechanism

DOI

10.2991/icacsei.2013.167How to use a DOI?

Keywords

retina neural mechanism, retina neural network, object motion detection, computational model.

Abstract

In this paper, a bioinspired neural model for detecting object motion based on retina computational machanism is proposed based on synthesizing representative works on modeling retina and incorporating some latest findings on retina mechanisms. To understand more in-depth the retina machanism of motion detection, the spatio-temporal properties of each type of neurons in the retina motion pathway are then mathematically analyzed. And then a set of experiments and quantitative analysis of the experimental results are accomplished for assessing the model performance on motion detection. Experimental results show the effectiveness of this proposed model on detecting object motion.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Zhi hua Hu
AU  - Xiao Luo
AU  - Zhong ze Chen
PY  - 2013/08
DA  - 2013/08
TI  - A Computational Model for Processing Object Motion Based on Retina Neural Mechanism
BT  - Proceedings of the 2013 International Conference on Advanced Computer Science and Electronics Information (ICACSEI 2013)
PB  - Atlantis Press
SP  - 692
EP  - 696
SN  - 1951-6851
UR  - https://doi.org/10.2991/icacsei.2013.167
DO  - 10.2991/icacsei.2013.167
ID  - Hu2013/08
ER  -