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Authors: Hayato Teranaka and Minoru Nakayama

Affiliation: Tokyo Institute of Technology, Japan

ISBN: 978-989-758-175-5

Keyword(s): Image Quality Assessment, Image Impairment, Image Processing, Saliency Map, Subjective Evaluation.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Image and Video Analysis ; Visual Attention and Image Saliency

Abstract: An automated mechanical assessment procedure is required to evaluate image quality and impairment. This paper proposes a procedure for image impairment assessment using visual attention, such as saliency maps of the impaired images. To evaluate the performance of this image assessment procedure, an experiment was conducted to study viewer’s subjective evaluations of impaired images, and the relationships between viewer’s ratings and a previously developed set of values were then analyzed. Also, the limitations of the procedure which was developed were discussed in order to improve assessment performance. The use of image features and frequency-domain representation values for the test images was proposed.

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Paper citation in several formats:
Teranaka, H. and Nakayama, M. (2016). An Image Impairment Assessment Procedure using the Saliency Map Technique.In Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP, (VISIGRAPP 2016) ISBN 978-989-758-175-5, pages 73-78. DOI: 10.5220/0005638600730078

@conference{visapp16,
author={Hayato Teranaka. and Minoru Nakayama.},
title={An Image Impairment Assessment Procedure using the Saliency Map Technique},
booktitle={Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP, (VISIGRAPP 2016)},
year={2016},
pages={73-78},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005638600730078},
isbn={978-989-758-175-5},
}

TY - CONF

JO - Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP, (VISIGRAPP 2016)
TI - An Image Impairment Assessment Procedure using the Saliency Map Technique
SN - 978-989-758-175-5
AU - Teranaka, H.
AU - Nakayama, M.
PY - 2016
SP - 73
EP - 78
DO - 10.5220/0005638600730078

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