Image Restoration using Mirroring Method Which Based on the Gradient Direction

I. Komang Somawirata; Aryuanto Soetedjo; Sotyohadi Sotyohadi; Fitri Utaminingrum; Maizirwan Mel

doi:10.1051/e3sconf/202018800011

Image Restoration using Mirroring Method Which Based on the Gradient Direction

I. Komang Somawirata^*
, Aryuanto Soetedjo
, Sotyohadi Sotyohadi
, Fitri Utaminingrum
, Maizirwan Mel

^*Corresponding author for this work

Faculty of Computer Science

Research output: Contribution to journal › Conference article › peer-review

Abstract

Restoring a damaged image is a challenging topic in the field of image restoration. The famous previous method for restoring a degraded image are filters (inverse and wiener) and maximum a posteriori (MAP) formulation. However, that method has limited performance for restoring damaged images. In this paper, the multi mirroring method have been implemented for reconstructing damaged image which based on gradient direction. Firstly, the method will detect damaged image areas and then the multi mirroring method is implemented for filling a damaged image area. The simulation result shows that the proposed method has good result and capable to restore the damaged image.

Original language	English
Article number	00011
Journal	E3S Web of Conferences
Volume	188
DOIs	https://doi.org/10.1051/e3sconf/202018800011
Publication status	Published - 8 Sept 2020
Event	4th International Conference on Electrical Systems, Technology and Information, ICESTI 2019 - Bali, Indonesia Duration: 24 Oct 2020 → 27 Oct 2020

Keywords

Damage image
Filter
Hole detection
Inverse and wiener
Maximum a posteriori formulation

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10.1051/e3sconf/202018800011

Cite this

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title = "Image Restoration using Mirroring Method Which Based on the Gradient Direction",

abstract = "Restoring a damaged image is a challenging topic in the field of image restoration. The famous previous method for restoring a degraded image are filters (inverse and wiener) and maximum a posteriori (MAP) formulation. However, that method has limited performance for restoring damaged images. In this paper, the multi mirroring method have been implemented for reconstructing damaged image which based on gradient direction. Firstly, the method will detect damaged image areas and then the multi mirroring method is implemented for filling a damaged image area. The simulation result shows that the proposed method has good result and capable to restore the damaged image.",

keywords = "Damage image, Filter, Hole detection, Inverse and wiener, Maximum a posteriori formulation",

author = "Somawirata, \{I. Komang\} and Aryuanto Soetedjo and Sotyohadi Sotyohadi and Fitri Utaminingrum and Maizirwan Mel",

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TY - JOUR

T1 - Image Restoration using Mirroring Method Which Based on the Gradient Direction

AU - Somawirata, I. Komang

AU - Soetedjo, Aryuanto

AU - Sotyohadi, Sotyohadi

AU - Utaminingrum, Fitri

AU - Mel, Maizirwan

N1 - Publisher Copyright: © The Authors, published by EDP Sciences, 2020.

PY - 2020/9/8

Y1 - 2020/9/8

N2 - Restoring a damaged image is a challenging topic in the field of image restoration. The famous previous method for restoring a degraded image are filters (inverse and wiener) and maximum a posteriori (MAP) formulation. However, that method has limited performance for restoring damaged images. In this paper, the multi mirroring method have been implemented for reconstructing damaged image which based on gradient direction. Firstly, the method will detect damaged image areas and then the multi mirroring method is implemented for filling a damaged image area. The simulation result shows that the proposed method has good result and capable to restore the damaged image.

AB - Restoring a damaged image is a challenging topic in the field of image restoration. The famous previous method for restoring a degraded image are filters (inverse and wiener) and maximum a posteriori (MAP) formulation. However, that method has limited performance for restoring damaged images. In this paper, the multi mirroring method have been implemented for reconstructing damaged image which based on gradient direction. Firstly, the method will detect damaged image areas and then the multi mirroring method is implemented for filling a damaged image area. The simulation result shows that the proposed method has good result and capable to restore the damaged image.

KW - Damage image

KW - Filter

KW - Hole detection

KW - Inverse and wiener

KW - Maximum a posteriori formulation

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U2 - 10.1051/e3sconf/202018800011

DO - 10.1051/e3sconf/202018800011

M3 - Conference article

AN - SCOPUS:85091914300

SN - 2555-0403

VL - 188

JO - E3S Web of Conferences

JF - E3S Web of Conferences

M1 - 00011

T2 - 4th International Conference on Electrical Systems, Technology and Information, ICESTI 2019

Y2 - 24 October 2020 through 27 October 2020

ER -

Image Restoration using Mirroring Method Which Based on the Gradient Direction

Abstract

Keywords

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