Title :
Analog integrated 2-D optical flow sensor with programmable pixels
Author :
Stocker, Alan A. ; Douglas, Rodney J.
Author_Institution :
Center for Neural Sci., New York Univ., NY, USA
Abstract :
We present a framework for real-time visual motion perception consisting of an analog VLSI optical flow sensor with reconfigurable pixels, connected in feedback with a controlling processor. The 2-D sensor array is composed of motion processing pixels that can be individually recruited to form dynamic ensembles that collectively compute visual motion. The flexible framework lends itself to the emulation of multi-layer recurrent network architectures for high-level processing of visual motion. In particular, attentional modulation can easily be incorporated in the visual motion processing. We show a simple example of visual tracking that demonstrates the potential of the framework.
Keywords :
VLSI; analogue integrated circuits; motion estimation; optical sensors; programmable circuits; recurrent neural nets; visual perception; 2D optical flow sensor; 2D sensor array; analog VLSI; attentional modulation; controlling processor; high-level processing; motion processing pixels; multilayer recurrent network architectures; programmable pixels; real-time visual motion perception; visual tracking; Image motion analysis; Integrated optics; Motion control; Optical control; Optical feedback; Optical sensors; Process control; Recruitment; Sensor arrays; Very large scale integration;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1328670