Title :
Live demonstration: A sensor-processor array integrated circuit for high-speed real-time machine vision
Author :
Carey, S.J. ; Barr, David R. W. ; Bin Wang ; Lopich, Alexey ; Dudek, Piotr
Author_Institution :
Sch. of Electr. Eng. & Electron., Univ. of Manchester, Manchester, UK
Abstract :
A demonstration is made of the high-speed real-time image processing capabilities of the SCAMP-5 vision chip. The device provides a software-programmable 256×256 pixel-parallel SIMD processor array. In the example application, the IC can determine dimensions and the location of a single object, at a sustained rate of 100,000fps. At 30,000fps, the chip can return the same metrics from 5 objects. This is accomplished by use of near-sensor processing which circumvents the requirement to digitise images; all processing is done “on the focal plane” and only high-level object information is transmitted off-chip as discrete address-events.
Keywords :
computer vision; image sensors; integrated circuits; sensor arrays; SCAMP-5 vision chip; discrete address-events; focal plane; high-level object information; high-speed real-time image processing capability; high-speed real-time machine vision; sensor-processor array integrated circuit; software programmable pixel-parallel SIMD processor array; Arrays; Educational institutions; Image processing; Integrated circuits; Measurement; Real-time systems; Shape;
Conference_Titel :
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location :
Melbourne VIC
Print_ISBN :
978-1-4799-3431-7
DOI :
10.1109/ISCAS.2014.6865166