A new systolic algorithm which computes image differences in run-length encoded (RLE) format is described. The binary image difference operation is commonly used in many image processing applications including automated inspection systems, character recognition, fingerprint analysis, and motion detection. The efficiency of these operations can be improved significantly with the availability of a fast systolic system that computes the image difference as described in this paper. It is shown that for images with a high similarity measure, the time complexity of the systolic algorithm is small and, in some cases, constant with respect to the image size. A formal proof of correctness for the algorithm is also given.
F. Erçal et al., "A Systolic Image Difference Algorithm for RLE-Compressed Images," IEEE Transactions on Parallel and Distributed Systems, Institute of Electrical and Electronics Engineers (IEEE), Jan 2000.
The definitive version is available at https://doi.org/10.1109/71.852397
Keywords and Phrases
Automated Inspection Systems; Binary Image Difference; Character Recognition; Data Compression; Fingerprint Analysis; Image Coding; Image Compression; Image Differences; Image Processing; Motion Detection; Parallel Algorithms; Run-Length Encoding; Systolic Algorithm; Time Complexity
International Standard Serial Number (ISSN)
Article - Journal
© 2000 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
01 Jan 2000