onr:"swepub:oai:lup.lub.lu.se:13932a79-fdc4-481f-af1e-e0c13b7b47d2"
Search: onr:"swepub:oai:lup.lub.lu.se:13932a79-fdc4-481f-af1e-e0c13b7b47d2" > PyGPU: A high-level...
- 1 of 1
- Previous record
- Next record
- To hitlist
PyGPU: A high-level language for high-speed image processing
-
- Lejdfors, Calle (author)
- Lund University,Lunds universitet,Institutionen för datavetenskap,Institutioner vid LTH,Lunds Tekniska Högskola,Department of Computer Science,Departments at LTH,Faculty of Engineering, LTH
-
- Ohlsson, Lennart (author)
- Lund University,Lunds universitet,Institutionen för datavetenskap,Institutioner vid LTH,Lunds Tekniska Högskola,Department of Computer Science,Departments at LTH,Faculty of Engineering, LTH
- Isaías, Pedro (editor)
- show more...
- Paprzycki, Marcin (editor)
- show less...
- (creator_code:org_t)
- 2007
- 2007
- English.
- In: [Host publication title missing]. - 1646-3692. ; , s. 66-81
- Conference paper (peer-reviewed)
Abstract
Subject headings
Close
- Image processing is an area with many computationally demanding algorithms. When implementing an algorithm the programmer has to make the choice of either using a high-level language, thereby gaining rapid development at the expense of run-time performance. Or, using a lower-level language having higher runtime performance, but also a higher implementation cost. In this paper we present PyGPU, an embedded language that enables image processing algorithms to be written in the highlevel, object-oriented language Python. PyGPU functions are compiled to execute on the graphics processing unit (GPU) present on modern graphics cards, a streaming processor capable of speeds more than a magnitude higher than those of current generation CPUs. We demonstrate a number of common image processing algorithms, showing how these can be implemented succinctly and clearly using high-level abstractions, while at the same time achieving high performance.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Publication and Content Type
- kon (subject category)
- ref (subject category)
Find in a library
- [Host publication title missing] (Search for host publication in LIBRIS)
To the university's database
- 1 of 1
- Previous record
- Next record
- To hitlist
Find more in SwePub
- By the author/editor
- Lejdfors, Calle
- Ohlsson, Lennart
- Isaías, Pedro
- Paprzycki, Marci ...
- About the subject
-
- NATURAL SCIENCES
- NATURAL SCIENCES
- and Computer and Inf ...
- and Computer Science ...
- Articles in the publication
- [Host publicatio ...
- By the university
- Lund University
Search outside SwePub
- Extend your search to:
- Google Book Search
- Google Scholar
Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.
- Copyright © LIBRIS - National Library Systems
- LIBRIS.kb.se
