Title :
Pre-processor for bioinspired optical flow models: a customizable hardware implementation
Author :
Botella, Guillermo ; Ros, Eduardo ; Rodriguez, Manuel ; Garcia, Antonio ; Romero, Samuel
Author_Institution :
Dept. of Comput. Archit. & Autom., Universidad Complutense de Madrid
Abstract :
Nature has optimized the processing of visual information, especially in primates. The estimation of optical flow is a complex task that gives information about ego-motion, and permits tracking objects from a given scene. The multi-channel spatio-temporal filtering required to detect motion is suitable for a parallel implementation on reconfigurable circuitry. We detail here the design of a neuromorphic FPGA implementation of the pre-processing stages for optical flow estimation that permits highly parallel real-time filtering
Keywords :
field programmable gate arrays; filtering theory; image sequences; motion estimation; neural nets; bioinspired optical flow model pre-processor; customizable hardware implementation; ego-motion information; highly parallel real-time filtering; motion detection; multi-channel spatio-temporal filtering; neuromorphic FPGA; object tracking; optical flow estimation; reconfigurable circuitry; visual information processing; Biomedical optical imaging; Circuits; Filtering; Hardware; Image motion analysis; Layout; Motion detection; Neuromorphics; Optical design; Optical filters;
Conference_Titel :
Electrotechnical Conference, 2006. MELECON 2006. IEEE Mediterranean
Conference_Location :
Malaga
Print_ISBN :
1-4244-0087-2
DOI :
10.1109/MELCON.2006.1653044