Title :
Signal analysis of direction-selective mechanisms for vision
Author :
Pomalaza-Ráez, Carlos A. ; Fong, David Yu-Shan
Author_Institution :
Dept. of Eng., Purdue Univ., Fort Wayne, IN, USA
Abstract :
The nature of the signals in motion detection mechanisms similar to the ones found in biological vision systems are investigated. Both excitatory and inhibitory mechanisms are considered. A basis feature of biological systems is that of robustness, i.e. deviations from the model should not greatly affect performance. Convenient signal parametric representations to achieve robustness, tuning and contrast independence are discussed
Keywords :
computer vision; computerised picture processing; neural nets; contrast independence; direction-selective mechanisms; excitatory mechanisms; inhibitory mechanisms; motion detection mechanisms; robustness; signal parametric representations; tuning; Biological system modeling; Frequency; Laboratories; Machine vision; Matched filters; Motion detection; Neural networks; Robustness; Signal analysis; Signal detection;
Conference_Titel :
Circuits and Systems, 1990., Proceedings of the 33rd Midwest Symposium on
Conference_Location :
Calgary, Alta.
Print_ISBN :
0-7803-0081-5
DOI :
10.1109/MWSCAS.1990.140690