Use of bilateral filters for super-resolution of single image with iterations for minimizing reconstruction errors

Jian Chang; Inoue Kohei; Urahama Kiichi

doi:10.3169/itej.63.1888

Use of bilateral filters for super-resolution of single image with iterations for minimizing reconstruction errors

Jian Chang, Inoue Kohei, Urahama Kiichi

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

The use of a nonlinear filter for super-resolution of a single image is presented. A nonlinear iterative solution procedure is derived from an approximate Newton method for minimizing errors in low-resolution images reconstructed from estimated high-resolution images. We use the bilateral filter for image smoothing in the reconstruction steps. Our method was shown to produce high-resolution images without halos around edges and with enhanced fine textures.

Original language	English
Pages (from-to)	1888-1891
Number of pages	4
Journal	Kyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers
Volume	63
Issue number	12
DOIs	https://doi.org/10.3169/itej.63.1888
Publication status	Published - Dec 2009

All Science Journal Classification (ASJC) codes

Media Technology
Computer Science Applications
Electrical and Electronic Engineering

Access to Document

10.3169/itej.63.1888

Cite this

Use of bilateral filters for super-resolution of single image with iterations for minimizing reconstruction errors. / Chang, Jian; Kohei, Inoue; Kiichi, Urahama.

In: Kyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers, Vol. 63, No. 12, 12.2009, p. 1888-1891.

Research output: Contribution to journal › Article › peer-review

@article{b7211df034924f17a21af9a2778cb25b,

title = "Use of bilateral filters for super-resolution of single image with iterations for minimizing reconstruction errors",

abstract = "The use of a nonlinear filter for super-resolution of a single image is presented. A nonlinear iterative solution procedure is derived from an approximate Newton method for minimizing errors in low-resolution images reconstructed from estimated high-resolution images. We use the bilateral filter for image smoothing in the reconstruction steps. Our method was shown to produce high-resolution images without halos around edges and with enhanced fine textures.",

author = "Jian Chang and Inoue Kohei and Urahama Kiichi",

year = "2009",

month = dec,

doi = "10.3169/itej.63.1888",

language = "English",

volume = "63",

pages = "1888--1891",

journal = "Terebijon Gakkaishi",

issn = "1342-6907",

publisher = "Institute of Image Information and Television Engineers",

number = "12",

}

TY - JOUR

T1 - Use of bilateral filters for super-resolution of single image with iterations for minimizing reconstruction errors

AU - Chang, Jian

AU - Kohei, Inoue

AU - Kiichi, Urahama

PY - 2009/12

Y1 - 2009/12

N2 - The use of a nonlinear filter for super-resolution of a single image is presented. A nonlinear iterative solution procedure is derived from an approximate Newton method for minimizing errors in low-resolution images reconstructed from estimated high-resolution images. We use the bilateral filter for image smoothing in the reconstruction steps. Our method was shown to produce high-resolution images without halos around edges and with enhanced fine textures.

AB - The use of a nonlinear filter for super-resolution of a single image is presented. A nonlinear iterative solution procedure is derived from an approximate Newton method for minimizing errors in low-resolution images reconstructed from estimated high-resolution images. We use the bilateral filter for image smoothing in the reconstruction steps. Our method was shown to produce high-resolution images without halos around edges and with enhanced fine textures.

UR - http://www.scopus.com/inward/record.url?scp=77649120634&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=77649120634&partnerID=8YFLogxK

U2 - 10.3169/itej.63.1888

DO - 10.3169/itej.63.1888

M3 - Article

AN - SCOPUS:77649120634

SN - 1342-6907

VL - 63

SP - 1888

EP - 1891

JO - Terebijon Gakkaishi

JF - Terebijon Gakkaishi

IS - 12

ER -

Use of bilateral filters for super-resolution of single image with iterations for minimizing reconstruction errors

Abstract

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this