Presentation | 2015-06-08 Weight Optimization for Image Integration and Restoration Ryo Matsuoka, Tomohiro Yamauchi, Tatsuya Baba, Masahiro Okuda, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | To restore an image degraded by sensor noise or quantization error, multiple image integration is an effective and powerful approach. However, it is a challenging problem to provide optimal weight map for integration. In this report, we introduce a novel weight optimization scheme for multiple image integration via convex optimization. To show the capability of the proposed weight optimization scheme, we apply it to the image restoration problems that is denoising and super-resolution. Experimental results show that the proposed weight optimization scheme outperforms conventional methods. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | denoisingconvex optimizationhigh dynamic range imagessuper-resolution |
Paper # | SIS2015-7 |
Date of Issue | 2015-06-01 (SIS) |
Conference Information | |
Committee | SIS |
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Conference Date | 2015/6/8(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Arkas SASEBO |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Smart Personal Systems, etc. |
Chair | Mitsuji Muneyasu(Kansai Univ.) |
Vice Chair | Hirokazu Tanaka(Toshiba) / Takayuki Nakachi(NTT) |
Secretary | Hirokazu Tanaka(Nagoya City Univ.) / Takayuki Nakachi(Toshiba) |
Assistant | Hiroyuki Tsuji(Kanagawa Inst. of Tech.) / Hakaru Tamukoh(Kyushu Inst. of Tech.) |
Paper Information | |
Registration To | Technical Committee on Smart Info-Media System |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Weight Optimization for Image Integration and Restoration |
Sub Title (in English) | |
Keyword(1) | denoisingconvex optimizationhigh dynamic range imagessuper-resolution |
1st Author's Name | Ryo Matsuoka |
1st Author's Affiliation | University of Kitakyushu(Univ of Kitakyushu) |
2nd Author's Name | Tomohiro Yamauchi |
2nd Author's Affiliation | Q-DEN Business Solutions Co.,Inc.(QBS) |
3rd Author's Name | Tatsuya Baba |
3rd Author's Affiliation | University of Kitakyushu(Univ of Kitakyushu) |
4th Author's Name | Masahiro Okuda |
4th Author's Affiliation | University of Kitakyushu(Univ of Kitakyushu) |
Date | 2015-06-08 |
Paper # | SIS2015-7 |
Volume (vol) | vol.115 |
Number (no) | SIS-75 |
Page | pp.pp.35-38(SIS), |
#Pages | 4 |
Date of Issue | 2015-06-01 (SIS) |