Title :
A 1000FPS@128/spl times/128 vision processor with 8-bit digitized I/O
Author :
Liñán-Cembrano, G. ; Rodríguez-Vázquez, A. ; Domiguez-Castro, R. ; Espejo-Meana, S.
Author_Institution :
Instituto de Microelectron. de Sevilla, Univ. de Sevilla, Seville, Spain
Abstract :
This paper demonstrates the use an of mixed-signal processing elements, operating according to a SIMD computing scheme, to solve real-time vision problems with a single ship. The prototype, designed in a 0.35/spl mu/m fully digital CMOS technology, contains /spl sim/ 3.75 mill. Transistors and exhibits peak computing figures of 330 GOPS, 3.6 GOPS/mm/sup 2/ and 82.5 GOPS/W. The chip incorporates different light sensing mechanisms, both integration and log-compression types, to avoid the need for an additional imager in a vision system based on it. Though processing tasks are implemented using analog building blocks, the chip provides, and accepts, 8-bit digitized data through a 32-bit bidirectional data bus which operates at 120Mbytes/s. Experimental results show that frame rates of 1000FPS can be achieved under typical room illumination conditions. At such high speed, the chip is capable to execute, concurrently to image acquisition, around 150 image filtering operations, additions, or Boolean combinations per frame. This feature, together with the possibility of executing sequences of user-selectable instructions (stored on a program memory), and storing intermediate results (up to 8 gray-scale images) makes the chip a true general-purpose sensory/processing device.
Keywords :
Boolean functions; CMOS integrated circuits; data acquisition; image processing; microprocessor chips; sensors; system-on-chip; 0.35 microns; 120 Mbytes/s; 32 bits; 8 bits; Boolean combinations; SIMD computing scheme; analog building blocks; bidirectional data; digitized data; digitized input-output; fully digital CMOS technology; general-purpose sensory device; gray-scale images; image acquisition; image filtering operations; integration compression type; light sensing mechanisms; log-compression types,; mixed-signal processing elements; processing device; processing tasks; real-time vision problems; user-selectable instructions; vision processor; vision system; CMOS image sensors; CMOS technology; Computer vision; Filtering; Gray-scale; Lighting; Machine vision; Marine vehicles; Milling machines; Prototypes;
Conference_Titel :
Solid-State Circuits Conference, 2003. ESSCIRC '03. Proceedings of the 29th European
Conference_Location :
Estoril, Portugal
Print_ISBN :
0-7803-7995-0
DOI :
10.1109/ESSCIRC.2003.1257072