ASSESSMENT OF GRAYSCALE IMAGE IN TERMS OF TEXTURE QUALITY USING REFERENCE IMAGE

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Aghamiri HamidReza; Ghassemian hassan

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY
Year:2016 | Issue:8

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Title

ASSESSMENT OF GRAYSCALE IMAGE IN TERMS OF TEXTURE QUALITY USING REFERENCE IMAGE

Author(s)

Aghamiri HamidReza | Ghassemian hassan | Issue Writer Certificate

Keywords

IMAGE QUALITY ASSESSMENT (IQA)

TEXTURE

LOCAL TERNARY PATTERN (LTP)

Abstract

TEXTURE IS ONE OF THE MOST IMPORTANT IMAGE'S FEATURES, WHICH HAS AN IMPORTANT ROLE IN SOME IMAGE-PROCESSING APPLICATIONS SUCH AS SEGMENTATION AND CLASSIFICATION. THE MAIN PROBLEM IS TO OBTAIN HOW MUCH TEXTURES ARE REMINDED FROM REFERENCE IMAGE IN THE DISTORTED IMAGE. TO SOLVE THIS PROBLEM IMAGE QUALITY, ASSESSMENT (IQA) PLAYS MAIN ROLE AND COMPARES THE AMOUNT OF DIFFERENCE OF TEXTURE BETWEEN BOTH IMAGES. THIS PAPER PROPOSED A NOVEL METHOD TO ASSESS FULLY REFERENCE (FR) TEXTURE QUALITY ASSESSMENT, WHICH IS MORE SENSIBLE AND SENSITIVE TO PIXEL ARRANGEMENTS. THE GRAYSCALE IMAGES USED FOR OUR EXPERIMENTS ARE BRODATZ IMAGERY. THE EXPERIMENTAL RESULTS SHOW SUPERIORITY OF PROPOSED METHOD COMPARED TO SOME POPULAR TEXTURE ASSESSMENT METHODS.

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APA: Copy

Aghamiri, HamidReza, & Ghassemian, hassan. (2016). ASSESSMENT OF GRAYSCALE IMAGE IN TERMS OF TEXTURE QUALITY USING REFERENCE IMAGE. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY. SID. https://sid.ir/paper/947564/en

Vancouver: Copy

Aghamiri HamidReza, Ghassemian hassan. ASSESSMENT OF GRAYSCALE IMAGE IN TERMS OF TEXTURE QUALITY USING REFERENCE IMAGE. 2016. Available from: https://sid.ir/paper/947564/en

IEEE: Copy

HamidReza Aghamiri, and hassan Ghassemian, “ASSESSMENT OF GRAYSCALE IMAGE IN TERMS OF TEXTURE QUALITY USING REFERENCE IMAGE,” presented at the INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY. 2016, [Online]. Available: https://sid.ir/paper/947564/en

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