| Presentation | 2018-06-14 A Study on Reflection Removal Using Depth Map Toshihiro Shibata, Yuji Akai, Ryo Matsuoka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a novel reflection removal method for RGB-D images that achieves reflection removal and depth map recovery simultaneously. We assume that there is a strong structure correlation between an RGB image and a depth map in gradient domain. Based on this assumption, we introduce a novel regularization for RGB-D images named the multi-modal structure tensor total variation (MSTV). A minimization problem is constructed by MSTV that treats these problems, and solved by alternating direction method of multipliers (ADMM). The validity of the proposed method is shown by applying it to both artificial and real-world images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | RGB-D imaging / reflection removal / structure tensor / total variation regularization |
| Paper # | CAS2018-8,VLD2018-11,SIP2018-28,MSS2018-8 |
| Date of Issue | 2018-06-07 (CAS, VLD, SIP, MSS) |
| Conference Information | |
| Committee | CAS / SIP / MSS / VLD |
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| Conference Date | 2018/6/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. (Frontier Research in Applied Sciences Build.) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System and Signal Processing, etc |
| Chair | Hideaki Okazaki(Shonan Inst. of Tech.) / Shogo Muramatsu(Niigata Univ.) / Morikazu Nakamura(Univ. of Ryukyus) / Noriyuki Minegishi(Mitsubishi Electric) |
| Vice Chair | Taizo Yamawaki(Hitachi) / Naoyuki Aikawa(TUS) / Kazunori Hayashi(Osaka City Univ) / Shigemasa Takai(Osaka Univ.) / Nozomu Togawa(Waseda Univ.) |
| Secretary | Taizo Yamawaki(Shonan Inst. of Tech.) / Naoyuki Aikawa(Hitachi) / Kazunori Hayashi(Takushoku Univ.) / Shigemasa Takai(Hiroshima Univ.) / Nozomu Togawa(Toshiba) |
| Assistant | Motoi Yamaguchi(Renesas Electronics) / / Hideki Kinjo(Okinawa Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Circuits and Systems / Technical Committee on Signal Processing / Technical Committee on Mathematical Systems Science and its applications / Technical Committee on VLSI Design Technologies |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Reflection Removal Using Depth Map |
| Sub Title (in English) | |
| Keyword(1) | RGB-D imaging |
| Keyword(2) | reflection removal |
| Keyword(3) | structure tensor |
| Keyword(4) | total variation regularization |
| 1st Author's Name | Toshihiro Shibata |
| 1st Author's Affiliation | Kagawa University(Kagawa Univ.) |
| 2nd Author's Name | Yuji Akai |
| 2nd Author's Affiliation | Kagawa University(Kagawa Univ.) |
| 3rd Author's Name | Ryo Matsuoka |
| 3rd Author's Affiliation | Kagawa University(Kagawa Univ.) |
| Date | 2018-06-14 |
| Paper # | CAS2018-8,VLD2018-11,SIP2018-28,MSS2018-8 |
| Volume (vol) | vol.118 |
| Number (no) | CAS-82,VLD-83,SIP-84,MSS-85 |
| Page | pp.pp.39-43(CAS), pp.39-43(VLD), pp.39-43(SIP), pp.39-43(MSS), |
| #Pages | 5 |
| Date of Issue | 2018-06-07 (CAS, VLD, SIP, MSS) |