Design Patterns for Image Processing Algorithm Development on FPGAs

FPGAs are often used as implementation platforms for real-time image processing applications because their structure allows them to exploit spatial and temporal parallelism. Such parallelization is subject to the processing mode and hardware constraints including limited processing time, limited acc...

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Published inTENCON 2005 - 2005 IEEE Region 10 Conference pp. 1 - 6
Main Authors Gribbon, K.T., Bailey, D.G., Johnston, C.T.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2005
Subjects
Algorithm design and analysis
Application software
Bandwidth
Field programmable gate arrays
Hardware
Image processing
Logic
Pixel
Software algorithms
Timing
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ISBN0780393112
9780780393110
ISSN2159-3442
DOI10.1109/TENCON.2005.301109

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Abstract FPGAs are often used as implementation platforms for real-time image processing applications because their structure allows them to exploit spatial and temporal parallelism. Such parallelization is subject to the processing mode and hardware constraints including limited processing time, limited access to data and limited resources of the system. These constraints often force the designer to reformulate the software algorithm in the process of mapping it to hardware. To aid in the process this paper proposes the application of design patterns which embody experience and through reuse provide tools for solving particular mapping problems. Issues involved in applying design patterns in this manner are outlined and discussed.
AbstractList FPGAs are often used as implementation platforms for real-time image processing applications because their structure allows them to exploit spatial and temporal parallelism. Such parallelization is subject to the processing mode and hardware constraints including limited processing time, limited access to data and limited resources of the system. These constraints often force the designer to reformulate the software algorithm in the process of mapping it to hardware. To aid in the process this paper proposes the application of design patterns which embody experience and through reuse provide tools for solving particular mapping problems. Issues involved in applying design patterns in this manner are outlined and discussed.
Author Gribbon, K.T.
Bailey, D.G.
Johnston, C.T.
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  surname: Johnston
  fullname: Johnston, C.T.
  organization: Inst. of Inf. Sci. & Technol., Massey Univ., Palmerston North
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Snippet FPGAs are often used as implementation platforms for real-time image processing applications because their structure allows them to exploit spatial and...
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SubjectTerms Algorithm design and analysis
Application software
Bandwidth
Field programmable gate arrays
Hardware
Image processing
Logic
Pixel
Software algorithms
Timing
Title Design Patterns for Image Processing Algorithm Development on FPGAs
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