CUDA-based acceleration techniques for image filtering

Nakhoon Baek; Woo Suk Shin

doi:10.1109/ICITCS.2016.7740321

CUDA-based acceleration techniques for image filtering

Nakhoon Baek, Woo Suk Shin

Kyungpook National University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Many image filtering techniques can be accelerated with CUDA-based parallel implementations. In this paper, we show the major issues on our acceleration techniques, and also its implementation details. Our prototype system works efficiently, even in comparison to the existing CPU-based and brute-force CUDA-based implementations.

Original language	English
Title of host publication	2016 6th International Conference on IT Convergence and Security, ICITCS 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509037643
DOIs	https://doi.org/10.1109/ICITCS.2016.7740321
State	Published - 9 Nov 2016
Event	6th International Conference on IT Convergence and Security, ICITCS 2016 - Prague, Czech Republic Duration: 26 Sep 2016 → 29 Sep 2016

Publication series

Name	2016 6th International Conference on IT Convergence and Security, ICITCS 2016

Conference

Conference	6th International Conference on IT Convergence and Security, ICITCS 2016
Country/Territory	Czech Republic
City	Prague
Period	26/09/16 → 29/09/16

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10.1109/ICITCS.2016.7740321

Cite this

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title = "CUDA-based acceleration techniques for image filtering",

abstract = "Many image filtering techniques can be accelerated with CUDA-based parallel implementations. In this paper, we show the major issues on our acceleration techniques, and also its implementation details. Our prototype system works efficiently, even in comparison to the existing CPU-based and brute-force CUDA-based implementations.",

author = "Nakhoon Baek and Shin, {Woo Suk}",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 6th International Conference on IT Convergence and Security, ICITCS 2016 ; Conference date: 26-09-2016 Through 29-09-2016",

year = "2016",

month = nov,

day = "9",

doi = "10.1109/ICITCS.2016.7740321",

language = "English",

series = "2016 6th International Conference on IT Convergence and Security, ICITCS 2016",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2016 6th International Conference on IT Convergence and Security, ICITCS 2016",

address = "United States",

}

Baek, N & Shin, WS 2016, CUDA-based acceleration techniques for image filtering. in 2016 6th International Conference on IT Convergence and Security, ICITCS 2016., 7740321, 2016 6th International Conference on IT Convergence and Security, ICITCS 2016, Institute of Electrical and Electronics Engineers Inc., 6th International Conference on IT Convergence and Security, ICITCS 2016, Prague, Czech Republic, 26/09/16. https://doi.org/10.1109/ICITCS.2016.7740321

CUDA-based acceleration techniques for image filtering. / Baek, Nakhoon; Shin, Woo Suk.
2016 6th International Conference on IT Convergence and Security, ICITCS 2016. Institute of Electrical and Electronics Engineers Inc., 2016. 7740321 (2016 6th International Conference on IT Convergence and Security, ICITCS 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Baek, Nakhoon

AU - Shin, Woo Suk

PY - 2016/11/9

Y1 - 2016/11/9

N2 - Many image filtering techniques can be accelerated with CUDA-based parallel implementations. In this paper, we show the major issues on our acceleration techniques, and also its implementation details. Our prototype system works efficiently, even in comparison to the existing CPU-based and brute-force CUDA-based implementations.

AB - Many image filtering techniques can be accelerated with CUDA-based parallel implementations. In this paper, we show the major issues on our acceleration techniques, and also its implementation details. Our prototype system works efficiently, even in comparison to the existing CPU-based and brute-force CUDA-based implementations.

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DO - 10.1109/ICITCS.2016.7740321

M3 - Conference contribution

AN - SCOPUS:85006255913

T3 - 2016 6th International Conference on IT Convergence and Security, ICITCS 2016

BT - 2016 6th International Conference on IT Convergence and Security, ICITCS 2016

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 6th International Conference on IT Convergence and Security, ICITCS 2016

Y2 - 26 September 2016 through 29 September 2016

ER -

CUDA-based acceleration techniques for image filtering

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