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| Presentation | 2016-07-29 15:45 A noise predictor based on image features for an IQA database Yasuhiro Inazumi, Naho Ito, Yuukou Horita (Univ. of Toyama)  IMQ2016-14 HIP2016-40 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | A set of images and mean opinion scores is needed to develop an objective image quality assessment (IQA). Recently, public IQA databases are available such as LIVE, CSIQ, TID2008, and TID2013. In the case of a few kind of noise, the performance of IQA is high. On the other hand, in the event of the many kinds of noise, the performance of IQA decrease. We develop a novel IQA framework based on noise predictor. The IQA framework consists of an IQA method and support vector machine (SVM). Here, the SVM is preprocessing of IQA to predict kind of noise. If the SVM can predict kind of noise high precision, the IQA framework is high performance. Therefore, this paper proposes a noise predictor based on image features for an IQA database. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | objective image quality assessment / noise predictor / image features / TID2013 / FSIM / FSIMc / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 166, IMQ2016-14, pp. 43-47, July 2016. | |
| Paper # | IMQ2016-14 | |
| Date of Issue | 2016-07-22 (IMQ, HIP) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | IMQ2016-14 HIP2016-40 |
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| Conference Information | |
| Committee | IMQ HIP |
| Conference Date | 2016-07-29 - 2016-07-29 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sapporp City Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | IMQ |
| Conference Code | 2016-07-IMQ-HIP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A noise predictor based on image features for an IQA database |
| Sub Title (in English) | |
| Keyword(1) | objective image quality assessment |
| Keyword(2) | noise predictor |
| Keyword(3) | image features |
| Keyword(4) | TID2013 |
| Keyword(5) | FSIM |
| Keyword(6) | FSIMc |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yasuhiro Inazumi |
| 1st Author's Affiliation | University of Toyama (Univ. of Toyama) |
| 2nd Author's Name | Naho Ito |
| 2nd Author's Affiliation | University of Toyama (Univ. of Toyama) |
| 3rd Author's Name | Yuukou Horita |
| 3rd Author's Affiliation | University of Toyama (Univ. of Toyama) |
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| Speaker | Author-1 |
| Date Time | 2016-07-29 15:45:00 |
| Presentation Time | 25 minutes |
| Registration for | IMQ |
| Paper # | IMQ2016-14, HIP2016-40 |
| Volume (vol) | vol.116 |
| Number (no) | no.166(IMQ), no.167(HIP) |
| Page | pp.43-47 |
| #Pages | 5 |
| Date of Issue | 2016-07-22 (IMQ, HIP) |
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