| Presentation | 2016-06-16 Image retrieval in JPEG 2000 codestream domain by a deep learning approach Yusuke Sugawara, Osamu Watanabe, Sayaka Shiota, Hitoshi Kiya, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A codestream-level image retrieval scheme for JPEG 2000 images byusing a deep learning approach is proposed in thisarticle. The aim is to retrieve similar images to a query imagecompressed with the JPEG 2000 standard, from a database in which JPEG2000 images are labeled according to the similarity among images. Theproposed retrieval scheme can be performed without decoding images because the features used in theimage retrieval can be directly extractedfrom JPEG 2000 codestream. In previous research, a codestram-levelretrieval scheme has been studied for JPEG 2000 images. However, itdoes not have enough retrieval accuracy, when there are no queryimages in the database. The proposed method can improve this problem. A number of simulations are carried out to confirm the effectivenessof the proposed scheme. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | JPEG 2000 / Deep Learning / Image Retrieval |
| Paper # | CAS2016-15,VLD2016-21,SIP2016-49,MSS2016-15 |
| Date of Issue | 2016-06-09 (CAS, VLD, SIP, MSS) |
| Conference Information | |
| Committee | VLD / CAS / MSS / SIP |
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| Conference Date | 2016/6/16(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hirosaki Shiritsu Kanko-kan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System, signal processing and related topics |
| Chair | Takashi Takenana(NEC) / Toshihiko Takahashi(Niigata Univ.) / Satoshi Yamane(Kanazawa Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) |
| Vice Chair | Hiroyuki Ochi(Ritsumeikan Univ.) / Mitsuru Hiraki(Renesas) / Morikazu Nakamura(Univ. of Ryukyus) / Masahiro Okuda(Univ. of Kitakyushu) / Shogo Muramatsu(Niigata Univ.) |
| Secretary | Hiroyuki Ochi(Fujitsu Labs.) / Mitsuru Hiraki(Hiroshima City Univ.) / Morikazu Nakamura(Tohoku Univ.) / Masahiro Okuda(Renesas) / Shogo Muramatsu(Yamaguchi Univ.) |
| Assistant | Parizy Matthieu(Fujitsu Labs.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Yohei Nakamura(Hitachi) / Hideki Kinjo(Okinawa Univ.) / Osamu Watanabe(Takushoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on VLSI Design Technologies / Technical Committee on Circuits and Systems / Technical Committee on Mathematical Systems Science and its applications / 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) | Image retrieval in JPEG 2000 codestream domain by a deep learning approach |
| Sub Title (in English) | |
| Keyword(1) | JPEG 2000 |
| Keyword(2) | Deep Learning |
| Keyword(3) | Image Retrieval |
| 1st Author's Name | Yusuke Sugawara |
| 1st Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ) |
| 2nd Author's Name | Osamu Watanabe |
| 2nd Author's Affiliation | Takushoku University(Takushoku Univ) |
| 3rd Author's Name | Sayaka Shiota |
| 3rd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ) |
| 4th Author's Name | Hitoshi Kiya |
| 4th Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ) |
| Date | 2016-06-16 |
| Paper # | CAS2016-15,VLD2016-21,SIP2016-49,MSS2016-15 |
| Volume (vol) | vol.116 |
| Number (no) | CAS-93,VLD-94,SIP-95,MSS-96 |
| Page | pp.pp.79-84(CAS), pp.79-84(VLD), pp.79-84(SIP), pp.79-84(MSS), |
| #Pages | 6 |
| Date of Issue | 2016-06-09 (CAS, VLD, SIP, MSS) |