DocumentCode :
1358933
Title :
A CCD/CMOS focal-plane array edge detection processor implementing the multiscale veto algorithm
Author :
McIlrath, Lisa Dron
Author_Institution :
Artificial Intelligence Lab., MIT, Cambridge, MA, USA
Volume :
31
Issue :
9
fYear :
1996
fDate :
9/1/1996 12:00:00 AM
Firstpage :
1239
Lastpage :
1247
Abstract :
A prototype 32×32 array processor fabricated in 2-μm charge coupled devices (CCD)/CMOS technology implementing the multiscale veto edge detection algorithm is presented. In this algorithm, differences between pixel values are computed in the original image, as well as after applying a series of smoothing filters of varying spatial scales. An edge exists between two pixels only if the magnitude of their difference is greater than a given threshold for all levels of smoothing tested. This algorithm maps particularly well to implementation as a focal plane processor as it requires only nearest neighbor communication. The CCD array performs the functions of image acquisition, charge loading and removal, and image smoothing. Analog circuits between each pair of pixels in the array compute the absolute value of difference between neighboring values and compare it to a global threshold. These circuits have been designed to allow reliable discrimination of differences from ~3.1% to ~10.1% of full scale range and thus meet the performance requirements of many machine vision applications
Keywords :
CCD image sensors; CMOS analogue integrated circuits; analogue processing circuits; computer vision; edge detection; focal planes; 2 micron; CCD/CMOS technology; analogue processing; charge loading; edge detection processor; focal-plane array; global threshold; image acquisition; image smoothing; machine vision applications; multiscale veto algorithm; nearest neighbor communication; smoothing filters; spatial scales; CMOS process; CMOS technology; Charge coupled devices; Charge-coupled image sensors; Circuit testing; Filters; Image edge detection; Pixel; Prototypes; Smoothing methods;
fLanguage :
English
Journal_Title :
Solid-State Circuits, IEEE Journal of
Publisher :
ieee
ISSN :
0018-9200
Type :
jour
DOI :
10.1109/4.535407
Filename :
535407
Link To Document :
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