| Presentation | 2018-03-09 Accelerating the sick diagnosis of cucumbers by image processing Kairi Azuma, Hiroto Kizuna, Hiroyuki Sato, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The population engaged in agriculture in Japan tends to decline year after year. In recent years, with the spread of IoT and drone, it is expected to support production efficiency and reduce labor quantity using the cloud servers. However, it is not preferable to perform all processing on the server side using the cloud servers from the viewpoint of system availability such as increase in transfer cost and fault location. We achieved a sick automatic diagnosis by processing the image of a leaf of the cropper in real time using small processor board without forwarding data on the internet. By parallel optimizing for GPU on labeling, an execution time was 36ms and accelerating rate was 4.3 times from execution on 4 threads CPU. This is faster than 37ms which is the execution time on desk side PCs (Corei7 6700k@4.00GHz). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | GPGPU / Image processing / Agricultural support |
| Paper # | IMQ2017-65,IE2017-157,MVE2017-107 |
| Date of Issue | 2018-03-01 (IMQ, IE, MVE) |
| Conference Information | |
| Committee | CQ / MVE / IE / IMQ |
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| Conference Date | 2018/3/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Five Senses Media, Cooking and Eating Activities Media, Multimedia, Media Experience, Video Encoding, Image Media Quality, Network Quality and Reliability, etc. (Co-sponsor: Technical Committee on Multimedia on Cooking and Eating Activities (CEA)) |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) / Yoshinari Kameda(Univ. of Tsukuba) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Sugiyama(Seikei Univ.) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) / Kenji Mase(Nagoya Univ.) / Kazuya Kodama(NII) / Hideaki Kimata(NTT) / Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Keio Univ.) / Kenji Mase(Kyoto Univ.) / Kazuya Kodama(NTT) / Hideaki Kimata(Kyushu Univ.) / Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(KDDI Research) |
| Assistant | Kenko Ota(Nippon Inst. of Tech.) / Norihiro Fukumoto(KDDI Research Inc.) / Ryo Yamamoto(UEC) / Takatsugu Hirayama(Nagoya Univ.) / Ryosuke Aoki(NTT) / Yasutaka Matsuo(NHK) / Kazuya Hayase(NTT) / Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Image Engineering / Technical Committee on Image Media Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Accelerating the sick diagnosis of cucumbers by image processing |
| Sub Title (in English) | |
| Keyword(1) | GPGPU |
| Keyword(2) | Image processing |
| Keyword(3) | Agricultural support |
| 1st Author's Name | Kairi Azuma |
| 1st Author's Affiliation | Iwate Prefectural University(Iwate Pref Univ.) |
| 2nd Author's Name | Hiroto Kizuna |
| 2nd Author's Affiliation | Iwate Prefectural University(Iwate Pref Univ.) |
| 3rd Author's Name | Hiroyuki Sato |
| 3rd Author's Affiliation | Iwate Prefectural University(Iwate Pref Univ.) |
| Date | 2018-03-09 |
| Paper # | IMQ2017-65,IE2017-157,MVE2017-107 |
| Volume (vol) | vol.117 |
| Number (no) | IMQ-483,IE-484,MVE-485 |
| Page | pp.pp.223-228(IMQ), pp.223-228(IE), pp.223-228(MVE), |
| #Pages | 6 |
| Date of Issue | 2018-03-01 (IMQ, IE, MVE) |