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
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