Title :
Shunting inhibition-based on-chip processing for CMOS imagers
Author :
Boussaid, Farid ; Bermak, Amine ; Bouzerdoum, Abdesselam
Author_Institution :
Sch. of Eng. & Math., Edith Cowan Univ., Perth, WA, Australia
Abstract :
Biologically inspired shunting inhibition-based processing is shown to improve significantly the performance of conventional CMOS imagers in terms of dynamic range, sensitivity adaptation but also to provide image processing capabilities such as edge detection and image enhancement. A CMOS imager architecture using current-mode pixels and computation on readout is proposed, which enables shunting inhibition-based processing to be integrated on-chip with the pixels. Fully programmable, the architecture is based on a simple set of externally-tunable parameters that define the imager transfer characteristic, dynamic range compression and sensitivity as well as the type of image processing task requested.
Keywords :
CMOS image sensors; computer vision; edge detection; image enhancement; sensitivity analysis; CMOS imagers; current-mode pixels; dynamic range; dynamic range compression; edge detection; image enhancement; sensitivity adaptation; Biology computing; CMOS image sensors; CMOS process; Computer architecture; Dynamic range; Image coding; Image edge detection; Image enhancement; Image processing; Pixel;
Conference_Titel :
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN :
981-04-7524-1
DOI :
10.1109/ICONIP.2002.1202833