| Presentation | 2015-05-15 On Application of NSOLT to 3-D OCT Data Denoising Takumi Kawamura, Sho Wakasugi, Zhiyu Chen, Shogo Muramatsu, Samuel Choi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This report proposes 3-D OCT data denoising with non-separable oversampled lapped transform (NSOLT), which the authors proposed as a previous work, and examines the effectiveness. NSOLT is a lattice-based redundant transform which satis es simultaneously the symmetric, real-valued and compact-support property. It is possible to apply learning based design by examples. NSOLT is capable of having rational redundancy by controlling the number of channels P and decimation ratio M. In this study, a denoising technique is proposed by combining iterative hard thresholding （IHT） and NSOLT, and the performance of the proposed method is evaluated for 3-D OCT data. It is veri ed through robust median noise estimator and structual similarity index measure （SSIM）that the proposed technique yields effective denoising performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Non-separable oversampled lapped transforms / Optical coherence tomography / Sparse representation / Denoising |
| Paper # | SIP2015-19,IE2015-19,PRMU2015-19,MI2015-19 |
| Date of Issue | 2015-05-07 (SIP, IE, PRMU, MI) |
| Conference Information | |
| Committee | PRMU / MI / IE / SIP |
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| Conference Date | 2015/5/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kazuhiko Sumi(Aoyama Gakuin Univ.) / Akinobu Shimizu(Tokyo Univ. of Agric. and Tech.) / Toshiaki Fujii(Nagoya Univ.) / Yoshinobu Kajikawa(Kansai Univ.) |
| Vice Chair | Koichi Kise(Osaka Pref. Univ.) / Shuji Senda(NEC) / Yoshitaka Masutani(Hiroshima City Univ.) / Kensaku Mori(Nagoya Univ.) / Seishi Takamura(NTT) / Takayuki Hamamoto(Tokyo Univ. of Science) / Osamu Houshuyama(NEC) / Makoto Nakashizuka(Chiba Inst. of Tech.) |
| Secretary | Koichi Kise(Kyushu Univ.) / Shuji Senda(Omron) / Yoshitaka Masutani(Tokushima Univ.) / Kensaku Mori(Kinki Univ.) / Seishi Takamura(NHK) / Takayuki Hamamoto(KDDI R&D Labs.) / Osamu Houshuyama(Ritsumeikan Univ.) / Makoto Nakashizuka(NEC) |
| Assistant | Wataru Ohyama(Mie Univ.) / Mitsuru Anbai(DENSO IT Lab.) / Takayuki Kitasaka(Aichi Inst. of Tech.) / Hidetaka Hontani(Nagoya Inst. of Tech.) / Shohei Matsuo(NTT) / Takamichi Miyata(Chiba Inst. of Tech.) / Takamichi Miyata(Chiba Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Medical Imaging / Technical Committee on Image Engineering / Technical Committee on Signal Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On Application of NSOLT to 3-D OCT Data Denoising |
| Sub Title (in English) | |
| Keyword(1) | Non-separable oversampled lapped transforms |
| Keyword(2) | Optical coherence tomography |
| Keyword(3) | Sparse representation |
| Keyword(4) | Denoising |
| 1st Author's Name | Takumi Kawamura |
| 1st Author's Affiliation | Niigata University(Niigata Univ.) |
| 2nd Author's Name | Sho Wakasugi |
| 2nd Author's Affiliation | Niigata University(Niigata Univ.) |
| 3rd Author's Name | Zhiyu Chen |
| 3rd Author's Affiliation | Niigata University(Niigata Univ.) |
| 4th Author's Name | Shogo Muramatsu |
| 4th Author's Affiliation | Niigata University(Niigata Univ.) |
| 5th Author's Name | Samuel Choi |
| 5th Author's Affiliation | Niigata University(Niigata Univ.) |
| Date | 2015-05-15 |
| Paper # | SIP2015-19,IE2015-19,PRMU2015-19,MI2015-19 |
| Volume (vol) | vol.115 |
| Number (no) | SIP-22,IE-23,PRMU-24,MI-25 |
| Page | pp.pp.99-104(SIP), pp.99-104(IE), pp.99-104(PRMU), pp.99-104(MI), |
| #Pages | 6 |
| Date of Issue | 2015-05-07 (SIP, IE, PRMU, MI) |