A design tool for high performance image processing on multicore platforms

Jiahao Wu; Timothy Blattner; Walid Keyrouz; Shuvra S. Bhattacharyya

doi:10.23919/DATE.2018.8342215

A design tool for high performance image processing on multicore platforms

Jiahao Wu, Timothy Blattner, Walid Keyrouz, Shuvra S. Bhattacharyya

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

1 Citation (Scopus)

Abstract

Design and implementation of smart vision systems often involve the mapping of complex image processing algorithms into efficient, real-time implementations on multicore platforms. In this paper, we describe a novel design tool that is developed to address this important challenge. A key component of the tool is a new approach to hierarchical dataflow scheduling that integrates a global scheduler and multiple local schedulers. The local schedulers are lightweight modules that work independently. The global scheduler interacts with the local schedulers to optimize overall memory usage and execution time. The proposed design tool is demonstrated through a case study involving an image stitching application for large scale microscopy images.

Original language	English
Title of host publication	Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018
Publisher	IEEE
Pages	1304-1309
Number of pages	6
ISBN (Electronic)	9783981926316
DOIs	https://doi.org/10.23919/DATE.2018.8342215
Publication status	Published - 19 Apr 2018
Publication type	A4 Article in conference proceedings
Event	DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE & EXHIBITION - Duration: 1 Jan 1900 → …

Conference

Conference	DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE & EXHIBITION
Period	1/01/00 → …

Publication forum classification

Publication forum level 1

ASJC Scopus subject areas

Safety, Risk, Reliability and Quality
Hardware and Architecture
Software
Information Systems and Management

Access to Document

10.23919/DATE.2018.8342215

Cite this

@inproceedings{bf1580933abb458e81256b4e4b46aa0e,

title = "A design tool for high performance image processing on multicore platforms",

abstract = "Design and implementation of smart vision systems often involve the mapping of complex image processing algorithms into efficient, real-time implementations on multicore platforms. In this paper, we describe a novel design tool that is developed to address this important challenge. A key component of the tool is a new approach to hierarchical dataflow scheduling that integrates a global scheduler and multiple local schedulers. The local schedulers are lightweight modules that work independently. The global scheduler interacts with the local schedulers to optimize overall memory usage and execution time. The proposed design tool is demonstrated through a case study involving an image stitching application for large scale microscopy images.",

author = "Jiahao Wu and Timothy Blattner and Walid Keyrouz and Bhattacharyya, {Shuvra S.}",

year = "2018",

month = apr,

day = "19",

doi = "10.23919/DATE.2018.8342215",

language = "English",

pages = "1304--1309",

booktitle = "Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018",

publisher = "IEEE",

address = "United States",

note = "DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE & EXHIBITION ; Conference date: 01-01-1900",

}

Wu, J, Blattner, T, Keyrouz, W & Bhattacharyya, SS 2018, A design tool for high performance image processing on multicore platforms. in Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018. IEEE, pp. 1304-1309, DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE & EXHIBITION, 1/01/00. https://doi.org/10.23919/DATE.2018.8342215

A design tool for high performance image processing on multicore platforms. / Wu, Jiahao; Blattner, Timothy; Keyrouz, Walid et al.
Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018. IEEE, 2018. p. 1304-1309.

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

TY - GEN

T1 - A design tool for high performance image processing on multicore platforms

AU - Wu, Jiahao

AU - Blattner, Timothy

AU - Keyrouz, Walid

AU - Bhattacharyya, Shuvra S.

PY - 2018/4/19

Y1 - 2018/4/19

N2 - Design and implementation of smart vision systems often involve the mapping of complex image processing algorithms into efficient, real-time implementations on multicore platforms. In this paper, we describe a novel design tool that is developed to address this important challenge. A key component of the tool is a new approach to hierarchical dataflow scheduling that integrates a global scheduler and multiple local schedulers. The local schedulers are lightweight modules that work independently. The global scheduler interacts with the local schedulers to optimize overall memory usage and execution time. The proposed design tool is demonstrated through a case study involving an image stitching application for large scale microscopy images.

AB - Design and implementation of smart vision systems often involve the mapping of complex image processing algorithms into efficient, real-time implementations on multicore platforms. In this paper, we describe a novel design tool that is developed to address this important challenge. A key component of the tool is a new approach to hierarchical dataflow scheduling that integrates a global scheduler and multiple local schedulers. The local schedulers are lightweight modules that work independently. The global scheduler interacts with the local schedulers to optimize overall memory usage and execution time. The proposed design tool is demonstrated through a case study involving an image stitching application for large scale microscopy images.

U2 - 10.23919/DATE.2018.8342215

DO - 10.23919/DATE.2018.8342215

M3 - Conference contribution

AN - SCOPUS:85048740891

SP - 1304

EP - 1309

BT - Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018

PB - IEEE

T2 - DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE & EXHIBITION

Y2 - 1 January 1900

ER -

A design tool for high performance image processing on multicore platforms

Abstract

Conference

Publication forum classification

ASJC Scopus subject areas

Access to Document

Fingerprint

Cite this