Design and implementation of edge detection algorithm using digital signal controller (DSC)

Sabooh Ajaz, Prashan Premaratne, Malin Premaratne

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Abstract

The research presents a preliminary approach to perform any type of image processing task using 16-bit digital signal controllers. Even though this attempt is aimed at Edge Detection, the research opens up possibilities for numerous other algorithms of signal and image processing that can be implemented using the same low cost hardware. FPGA's & DSP's are widely used to perform hardware-based signal processing task. It is an efficient but generally an expensive solution for image processing applications. On the other hand a conventional 8-bit MCU doesn't have enough capability to handle memory intensive DSP algorithms. In this regard, a digital signal controller offers a tradeoff between cost and performance.
Original languageEnglish
Title of host publicationAdvanced Intelligent Computing Theories and Applications
Subtitle of host publicationWith Aspects of Artificial Intelligence - 7th International Conference, ICIC 2011 - Revised Selected Papers
EditorsDe-Shuang Huang, Yong Gan, Phalguni Gupta, M. Michael Gromiha
Place of PublicationBerlin, Heidelberg
PublisherSpringer-Verlag London Ltd.
Pages549-556
Number of pages8
Volume6839
ISBN (Electronic)9783642259449
ISBN (Print)9783642259432
DOIs
Publication statusPublished - 2011
EventInternational Conference on Intelligent Computing 2011 - Zhengzhou, China
Duration: 11 Aug 201114 Aug 2011
Conference number: 7th
https://link.springer.com/book/10.1007/978-3-642-24728-6 (proceedings)

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6839 LNAI
ISSN (Print)03029743
ISSN (Electronic)16113349

Conference

ConferenceInternational Conference on Intelligent Computing 2011
Abbreviated titleICIC 2011
CountryChina
CityZhengzhou
Period11/08/1114/08/11
Internet address

Keywords

  • Hardware based image processing
  • Edge Detection
  • Digital Signal Controller (DSC)
  • Sobel

Cite this

Ajaz, S., Premaratne, P., & Premaratne, M. (2011). Design and implementation of edge detection algorithm using digital signal controller (DSC). In D-S. Huang, Y. Gan, P. Gupta, & M. M. Gromiha (Eds.), Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - 7th International Conference, ICIC 2011 - Revised Selected Papers (Vol. 6839, pp. 549-556). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6839 LNAI). Berlin, Heidelberg: Springer-Verlag London Ltd.. https://doi.org/10.1007/978-3-642-25944-9_71
Ajaz, Sabooh ; Premaratne, Prashan ; Premaratne, Malin . / Design and implementation of edge detection algorithm using digital signal controller (DSC). Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - 7th International Conference, ICIC 2011 - Revised Selected Papers. editor / De-Shuang Huang ; Yong Gan ; Phalguni Gupta ; M. Michael Gromiha. Vol. 6839 Berlin, Heidelberg : Springer-Verlag London Ltd., 2011. pp. 549-556 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
@inproceedings{d9b87fb2fee94006aaa4357ceb1c25cf,
title = "Design and implementation of edge detection algorithm using digital signal controller (DSC)",
abstract = "The research presents a preliminary approach to perform any type of image processing task using 16-bit digital signal controllers. Even though this attempt is aimed at Edge Detection, the research opens up possibilities for numerous other algorithms of signal and image processing that can be implemented using the same low cost hardware. FPGA's & DSP's are widely used to perform hardware-based signal processing task. It is an efficient but generally an expensive solution for image processing applications. On the other hand a conventional 8-bit MCU doesn't have enough capability to handle memory intensive DSP algorithms. In this regard, a digital signal controller offers a tradeoff between cost and performance.",
keywords = "Hardware based image processing, Edge Detection, Digital Signal Controller (DSC), Sobel",
author = "Sabooh Ajaz and Prashan Premaratne and Malin Premaratne",
year = "2011",
doi = "10.1007/978-3-642-25944-9_71",
language = "English",
isbn = "9783642259432",
volume = "6839",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer-Verlag London Ltd.",
pages = "549--556",
editor = "De-Shuang Huang and Yong Gan and Phalguni Gupta and Gromiha, {M. Michael}",
booktitle = "Advanced Intelligent Computing Theories and Applications",
address = "Germany",

}

Ajaz, S, Premaratne, P & Premaratne, M 2011, Design and implementation of edge detection algorithm using digital signal controller (DSC). in D-S Huang, Y Gan, P Gupta & MM Gromiha (eds), Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - 7th International Conference, ICIC 2011 - Revised Selected Papers. vol. 6839, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6839 LNAI, Springer-Verlag London Ltd., Berlin, Heidelberg, pp. 549-556, International Conference on Intelligent Computing 2011, Zhengzhou, China, 11/08/11. https://doi.org/10.1007/978-3-642-25944-9_71

Design and implementation of edge detection algorithm using digital signal controller (DSC). / Ajaz, Sabooh; Premaratne, Prashan; Premaratne, Malin .

Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - 7th International Conference, ICIC 2011 - Revised Selected Papers. ed. / De-Shuang Huang; Yong Gan; Phalguni Gupta; M. Michael Gromiha. Vol. 6839 Berlin, Heidelberg : Springer-Verlag London Ltd., 2011. p. 549-556 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6839 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

TY - GEN

T1 - Design and implementation of edge detection algorithm using digital signal controller (DSC)

AU - Ajaz, Sabooh

AU - Premaratne, Prashan

AU - Premaratne, Malin

PY - 2011

Y1 - 2011

N2 - The research presents a preliminary approach to perform any type of image processing task using 16-bit digital signal controllers. Even though this attempt is aimed at Edge Detection, the research opens up possibilities for numerous other algorithms of signal and image processing that can be implemented using the same low cost hardware. FPGA's & DSP's are widely used to perform hardware-based signal processing task. It is an efficient but generally an expensive solution for image processing applications. On the other hand a conventional 8-bit MCU doesn't have enough capability to handle memory intensive DSP algorithms. In this regard, a digital signal controller offers a tradeoff between cost and performance.

AB - The research presents a preliminary approach to perform any type of image processing task using 16-bit digital signal controllers. Even though this attempt is aimed at Edge Detection, the research opens up possibilities for numerous other algorithms of signal and image processing that can be implemented using the same low cost hardware. FPGA's & DSP's are widely used to perform hardware-based signal processing task. It is an efficient but generally an expensive solution for image processing applications. On the other hand a conventional 8-bit MCU doesn't have enough capability to handle memory intensive DSP algorithms. In this regard, a digital signal controller offers a tradeoff between cost and performance.

KW - Hardware based image processing

KW - Edge Detection

KW - Digital Signal Controller (DSC)

KW - Sobel

UR - http://www.scopus.com/inward/record.url?scp=84855713154&partnerID=8YFLogxK

U2 - 10.1007/978-3-642-25944-9_71

DO - 10.1007/978-3-642-25944-9_71

M3 - Conference Paper

AN - SCOPUS:84855713154

SN - 9783642259432

VL - 6839

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 549

EP - 556

BT - Advanced Intelligent Computing Theories and Applications

A2 - Huang, De-Shuang

A2 - Gan, Yong

A2 - Gupta, Phalguni

A2 - Gromiha, M. Michael

PB - Springer-Verlag London Ltd.

CY - Berlin, Heidelberg

ER -

Ajaz S, Premaratne P, Premaratne M. Design and implementation of edge detection algorithm using digital signal controller (DSC). In Huang D-S, Gan Y, Gupta P, Gromiha MM, editors, Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - 7th International Conference, ICIC 2011 - Revised Selected Papers. Vol. 6839. Berlin, Heidelberg: Springer-Verlag London Ltd. 2011. p. 549-556. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-642-25944-9_71