Title :
Edge and motion detection using a bio-inspired CMOS vision chip robust to device mismatches
Author :
Park, Jong-Ho ; Kim, Jung-Hwan ; Shin, Jang-Kyoo ; Lee, Minho ; Choi, Pyung
Author_Institution :
Sch. of Electron. & Electr. Eng., Kyungpook Nat. Univ., Daegu, South Korea
Abstract :
Human retina is able to detect the edge and motion of the object by effective mechanism. We designed and fabricated a CMOS vision chip by modeling retinal cells involved in edge and motion detection. There are several fluctuation factors which affect characteristics of MOSFETs during CMOS fabrication process and this effect appears as output offset of the vision chip. The output offset affects the efficiency of entire vision system. In order to eliminate the output offset, we designed a vision chip for edge and motion detection utilizing CDS (correlated double sampling) technique. The designed vision chip was fabricated using 0.6 um CMOS process and the characteristics were measured.
Keywords :
CMOS image sensors; edge detection; image motion analysis; image processing equipment; image sampling; CMOS fabrication process; bioinspired CMOS vision chip; correlated double sampling; device mismatches; edge detection; human retina cell modeling; motion detection; CMOS process; Fabrication; Fluctuations; Humans; MOSFETs; Motion detection; Object detection; Retina; Robustness; Semiconductor device modeling;
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
DOI :
10.1109/ICNNSP.2003.1279279