Efficient arctangent computation for real-time histograms of oriented gradients descriptor extraction

Seung Eun Lee

doi:10.1007/978-3-642-34289-9_68

Efficient arctangent computation for real-time histograms of oriented gradients descriptor extraction

Seung Eun Lee

Electronic Engineering Program

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

Abstract

In this paper, we propose the hardware architecture for the implementation of arctangent operation in Histograms of Oriented Gradients (HOG) descriptor extraction, targeting real-time pedestrian recognition with high accuracy on an embedded system with feasible hardware complexity.

Original language	English
Title of host publication	Computational Intelligence and Intelligent Systems - 6th International Symposium, ISICA 2012, Proceedings
Pages	612-616
Number of pages	5
DOIs	https://doi.org/10.1007/978-3-642-34289-9_68
State	Published - 2012
Event	6th International Symposium on Intelligence Computation and Applications, ISICA 2012 - Wuhan, China Duration: 27 Oct 2012 → 28 Oct 2012

Publication series

Name	Communications in Computer and Information Science
Volume	316 CCIS
ISSN (Print)	1865-0929

Conference

Conference	6th International Symposium on Intelligence Computation and Applications, ISICA 2012
Country/Territory	China
City	Wuhan
Period	27/10/12 → 28/10/12

Keywords

Arctangent Operation
Hardware Accelerator
Histograms of Oriented Gradients (HOG)
Pedestrian Recognition
System-on-Chip (SoC)

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10.1007/978-3-642-34289-9_68

Cite this

@inproceedings{642107676ce940b28aa98019768a52ab,

title = "Efficient arctangent computation for real-time histograms of oriented gradients descriptor extraction",

abstract = "In this paper, we propose the hardware architecture for the implementation of arctangent operation in Histograms of Oriented Gradients (HOG) descriptor extraction, targeting real-time pedestrian recognition with high accuracy on an embedded system with feasible hardware complexity.",

keywords = "Arctangent Operation, Hardware Accelerator, Histograms of Oriented Gradients (HOG), Pedestrian Recognition, System-on-Chip (SoC)",

author = "Lee, \{Seung Eun\}",

year = "2012",

doi = "10.1007/978-3-642-34289-9\_68",

language = "English",

isbn = "9783642342882",

series = "Communications in Computer and Information Science",

pages = "612--616",

booktitle = "Computational Intelligence and Intelligent Systems - 6th International Symposium, ISICA 2012, Proceedings",

note = "6th International Symposium on Intelligence Computation and Applications, ISICA 2012 ; Conference date: 27-10-2012 Through 28-10-2012",

}

Lee, SE 2012, Efficient arctangent computation for real-time histograms of oriented gradients descriptor extraction. in Computational Intelligence and Intelligent Systems - 6th International Symposium, ISICA 2012, Proceedings. Communications in Computer and Information Science, vol. 316 CCIS, pp. 612-616, 6th International Symposium on Intelligence Computation and Applications, ISICA 2012, Wuhan, China, 27/10/12. https://doi.org/10.1007/978-3-642-34289-9_68

Efficient arctangent computation for real-time histograms of oriented gradients descriptor extraction. / Lee, Seung Eun.
Computational Intelligence and Intelligent Systems - 6th International Symposium, ISICA 2012, Proceedings. 2012. p. 612-616 (Communications in Computer and Information Science; Vol. 316 CCIS).

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

TY - GEN

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AU - Lee, Seung Eun

PY - 2012

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N2 - In this paper, we propose the hardware architecture for the implementation of arctangent operation in Histograms of Oriented Gradients (HOG) descriptor extraction, targeting real-time pedestrian recognition with high accuracy on an embedded system with feasible hardware complexity.

AB - In this paper, we propose the hardware architecture for the implementation of arctangent operation in Histograms of Oriented Gradients (HOG) descriptor extraction, targeting real-time pedestrian recognition with high accuracy on an embedded system with feasible hardware complexity.

KW - Arctangent Operation

KW - Hardware Accelerator

KW - Histograms of Oriented Gradients (HOG)

KW - Pedestrian Recognition

KW - System-on-Chip (SoC)

UR - https://www.scopus.com/pages/publications/84868271168

U2 - 10.1007/978-3-642-34289-9_68

DO - 10.1007/978-3-642-34289-9_68

M3 - Conference contribution

AN - SCOPUS:84868271168

SN - 9783642342882

T3 - Communications in Computer and Information Science

SP - 612

EP - 616

BT - Computational Intelligence and Intelligent Systems - 6th International Symposium, ISICA 2012, Proceedings

T2 - 6th International Symposium on Intelligence Computation and Applications, ISICA 2012

Y2 - 27 October 2012 through 28 October 2012

ER -

Efficient arctangent computation for real-time histograms of oriented gradients descriptor extraction

Abstract

Publication series

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Keywords

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