DocumentCode
2211511
Title
Randomized Hough Transform with minimal memory requirements
Author
Kapruziak, Mariusz
Author_Institution
Comput. Sci. Dept., West Pomeranian Univ. of Technol., Szczecin, Poland
fYear
2012
fDate
11-13 April 2012
Firstpage
185
Lastpage
188
Abstract
In this paper a modification of Randomized Hough Trans-form algorithm is proposed. It is focused on FPGA imple-mentation issues, mainly on memory minimization problem. Parameter space is discarded in consequence and a line-list is introduced instead. Lines could be chosen randomly from that list and processed further by pairing them to form a longer line, checking correctness and extending. Pairing is the crucial operation for such an algorithm but checking and extending seems to improve performance significantly, what has also been analyzed in the article.
Keywords
Hough transforms; field programmable gate arrays; storage management chips; FPGA; memory minimization problem; minimal memory requirements; randomized Hough transform; Algorithm design and analysis; Approximation algorithms; Field programmable gate arrays; Memory management; Noise; Resistance; Transforms; Randomized Hough Transform; mem-ory efficient pattern recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Signals and Image Processing (IWSSIP), 2012 19th International Conference on
Conference_Location
Vienna
ISSN
2157-8672
Print_ISBN
978-1-4577-2191-5
Type
conf
Filename
6208103
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