Efficient implementation of sobel filter based on GPUs cards

Mouna Afif; Yahia Said; Haythem Bahri; Mohamed Atri

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Efficient implementation of sobel filter based on GPUs cards

Mouna Afif, Yahia Said, Haythem Bahri and Mohamed Atri

The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, p.1

01/01/2016

Abstract

Graphics processing units

Conference Title: 2016 International Image Processing, Applications and Systems (IPAS) Conference Start Date: 2016, Nov. 5 Conference End Date: 2016, Nov. 7 Conference Location: Hammamet, Tunisia The Graphics processors or GPUs have become in a few years powerful tools for applications that require a massively parallel computing. Currently include the applications in multimedia processing, the engineering science and image processing in real time. They offer many advantages such as acceleration of treatment and down energy consumption from an equivalent CPU power. In this paper, we will show the effectiveness of our approach sobel filter (features extraction) by parallelizing the processing applied to different images with different sizes.

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Title: Efficient implementation of sobel filter based on GPUs cards
Creators - without role: Mouna Afif
Yahia Said
Haythem Bahri
Mohamed Atri
Publication Details: The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, p.1
Publisher: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Identifiers: 9919015508331
Academic Unit: Northern Borders University; King Khalid University
Language: English
Resource Type: Conference proceeding