| Presentation | 2016-07-29 A noise predictor based on image features for an IQA database Yasuhiro Inazumi, Naho Ito, Yuukou Horita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | objective image quality assessment / noise predictor / image features / TID2013 / FSIM / FSIMc |
| Paper # | IMQ2016-14,HIP2016-40 |
| Date of Issue | 2016-07-22 (IMQ, HIP) |
| Conference Information | |
| Committee | IMQ / HIP |
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| Conference Date | 2016/7/29(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sapporp City Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yuukou Horita(Univ. of Toyama) / Masahiro Ishii(Sapporo City Univ.) |
| Vice Chair | Kenji Sugiyama(Seikei Univ.) / Toshiya Nakaguchi(Chiba Univ.) / Miyuki Kamachi(Kogakuin Univ.) / Shuichi Sakamoto(Tohoku Univ.) |
| Secretary | Kenji Sugiyama(Canon) / Toshiya Nakaguchi(Nagoya Univ.) / Miyuki Kamachi(Tokushima Univ.) / Shuichi Sakamoto(Univ. of Tsukuba) |
| Assistant | Shinichiro Saito(Sony) / Masaru Tsuchida(NTT) / Rika Mochizuki(NTT) / Mutsumi Suganuma(Waseda Univ.) / Atsushi Wada(NICT) |
| Paper Information | |
| Registration To | Technical Committee on Image Media Quality / Technical Committee on Human Information Processing |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2016-07-29 |
| Paper # | IMQ2016-14,HIP2016-40 |
| Volume (vol) | vol.116 |
| Number (no) | IMQ-166,HIP-167 |
| Page | pp.pp.43-47(IMQ), pp.43-47(HIP), |
| #Pages | 5 |
| Date of Issue | 2016-07-22 (IMQ, HIP) |