Kernel-based image upscaling method with shooting artifact reduction

Chul Hee Park; Joonyoung Chang; Moon Gi Kang

doi:10.1117/12.2003326

Kernel-based image upscaling method with shooting artifact reduction

Chul Hee Park, Joonyoung Chang, Moon Gi Kang

Department of Electrical and Electronic Engineering

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

Abstract

This paper describes the interpolation algorithm which contains shooting or ringing artifact suppression based on windowed sinc interpolator. In general, the windowed sinc interpolator can achieve better performance by using wider window. However, using wide window causes more ripples that produce unwanted defects such as ringing or shooting artifact. Therefore, shooting reduction technique is proposed in this paper for using wider windows to improve the performance without shooting artifact. The proposed algorithm can suppress shooting artifact by using median sinc interpolator and it can be also used as a post processor for many kernel-based interpolation methods. The resulted image shows that the proposed algorithm can maintain local details and suppress shooting artifact in the image well.

Original language	English
Title of host publication	Proceedings of SPIE-IS and T Electronic Imaging - Image Processing
Subtitle of host publication	Algorithms and Systems XI
DOIs	https://doi.org/10.1117/12.2003326
Publication status	Published - 2013
Event	Image Processing: Algorithms and Systems XI - Burlingame, CA, United States Duration: 2013 Feb 4 → 2013 Feb 6

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	8655
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Other

Other	Image Processing: Algorithms and Systems XI
Country/Territory	United States
City	Burlingame, CA
Period	13/2/4 → 13/2/6

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

Access to Document

10.1117/12.2003326

Cite this

@inproceedings{e9d1fac4c46e49e4942f6d15b276aeb6,

title = "Kernel-based image upscaling method with shooting artifact reduction",

abstract = "This paper describes the interpolation algorithm which contains shooting or ringing artifact suppression based on windowed sinc interpolator. In general, the windowed sinc interpolator can achieve better performance by using wider window. However, using wide window causes more ripples that produce unwanted defects such as ringing or shooting artifact. Therefore, shooting reduction technique is proposed in this paper for using wider windows to improve the performance without shooting artifact. The proposed algorithm can suppress shooting artifact by using median sinc interpolator and it can be also used as a post processor for many kernel-based interpolation methods. The resulted image shows that the proposed algorithm can maintain local details and suppress shooting artifact in the image well.",

author = "Park, {Chul Hee} and Joonyoung Chang and Kang, {Moon Gi}",

year = "2013",

doi = "10.1117/12.2003326",

language = "English",

isbn = "9780819494283",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

booktitle = "Proceedings of SPIE-IS and T Electronic Imaging - Image Processing",

note = "Image Processing: Algorithms and Systems XI ; Conference date: 04-02-2013 Through 06-02-2013",

}

Park, CH, Chang, J & Kang, MG 2013, Kernel-based image upscaling method with shooting artifact reduction. in Proceedings of SPIE-IS and T Electronic Imaging - Image Processing: Algorithms and Systems XI., 86550T, Proceedings of SPIE - The International Society for Optical Engineering, vol. 8655, Image Processing: Algorithms and Systems XI, Burlingame, CA, United States, 13/2/4. https://doi.org/10.1117/12.2003326

Kernel-based image upscaling method with shooting artifact reduction. / Park, Chul Hee; Chang, Joonyoung; Kang, Moon Gi.
Proceedings of SPIE-IS and T Electronic Imaging - Image Processing: Algorithms and Systems XI. 2013. 86550T (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 8655).

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

TY - GEN

T1 - Kernel-based image upscaling method with shooting artifact reduction

AU - Park, Chul Hee

AU - Chang, Joonyoung

AU - Kang, Moon Gi

PY - 2013

Y1 - 2013

N2 - This paper describes the interpolation algorithm which contains shooting or ringing artifact suppression based on windowed sinc interpolator. In general, the windowed sinc interpolator can achieve better performance by using wider window. However, using wide window causes more ripples that produce unwanted defects such as ringing or shooting artifact. Therefore, shooting reduction technique is proposed in this paper for using wider windows to improve the performance without shooting artifact. The proposed algorithm can suppress shooting artifact by using median sinc interpolator and it can be also used as a post processor for many kernel-based interpolation methods. The resulted image shows that the proposed algorithm can maintain local details and suppress shooting artifact in the image well.

AB - This paper describes the interpolation algorithm which contains shooting or ringing artifact suppression based on windowed sinc interpolator. In general, the windowed sinc interpolator can achieve better performance by using wider window. However, using wide window causes more ripples that produce unwanted defects such as ringing or shooting artifact. Therefore, shooting reduction technique is proposed in this paper for using wider windows to improve the performance without shooting artifact. The proposed algorithm can suppress shooting artifact by using median sinc interpolator and it can be also used as a post processor for many kernel-based interpolation methods. The resulted image shows that the proposed algorithm can maintain local details and suppress shooting artifact in the image well.

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M3 - Conference contribution

AN - SCOPUS:84879528572

SN - 9780819494283

T3 - Proceedings of SPIE - The International Society for Optical Engineering

BT - Proceedings of SPIE-IS and T Electronic Imaging - Image Processing

T2 - Image Processing: Algorithms and Systems XI

Y2 - 4 February 2013 through 6 February 2013

ER -

Kernel-based image upscaling method with shooting artifact reduction

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