Title :
A flexible global readout architecture for an analogue SIMD vision chip
Author_Institution :
Dept. of Electr. Eng. & Electron., Univ. of Manchester Inst. of Sci. & Technol., UK
Abstract :
A new vision chip, SCAMP-2, has been developed in a 0.35 μm CMOS technology. In this paper, the design of the chip is presented, with particular emphasis on its readout architecture. A combination of the addressing flexibility provided by the novel readout scheme and the global operation capability of the analogue processors results in the increased functionality of the smart sensor device. Example applications of the proposed architecture are discussed. In addition to low-level image processing algorithms, such as filtering or edge detection, which are efficiently executed on a nearest-neighbour connected fine-grain massively parallel SIMD array, it is also possible to implement global algorithms, such as histogramming. The proposed architecture enables increased control over wave-propagation-type algorithms and simplifies the design of winner-take-all algorithms. Significant speed-up can be achieved in applications such as visual tracking.
Keywords :
CMOS analogue integrated circuits; CMOS image sensors; analogue processing circuits; computer vision; edge detection; intelligent sensors; parallel architectures; readout electronics; 0.35 micron; CMOS image sensor; SCAMP-2; analogue SIMD vision chip; edge detection; filtering; flexible global readout architecture; histogramming; image processing; processor array; smart sensor; visual tracking; wave propagation algorithm; winner-take-all algorithm; CMOS technology; Circuits; Concurrent computing; Data mining; Filtering algorithms; Hardware; Image processing; Pixel; Power dissipation; Sensor arrays;
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
DOI :
10.1109/ISCAS.2003.1205136