| Presentation | 2019-03-15 Consideration on the effect of pixel resolution and JPEG encoding on detection accuracy of road sign Imamura Kosuke, Yuukou Horita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Currently, various driving support technologies have been developed toward the realization of automated driving system of automobiles. Automatic recognition of road signs is also one of its important technologies. In this research, on the recognition of road signs, we focus on the influence of pixel resolution and its quality for road sign images. By changing the pixel resolution using the bi-cubic method and the image quality using JPEG encoding, various test image are obtained. For these images, we perform road sign detection using Faster R - CNN and consider the influence of image resolution and quality on detection accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Traffic Sign / Object Detection / Convolutional Neural Network |
| Paper # | IMQ2018-65,IE2018-149,MVE2018-96 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |
| Conference Information | |
| Committee | IMQ / IE / MVE / CQ |
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| Conference Date | 2019/3/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kagoshima University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | media of five senses, multimedia, media experience, picture codinge, image media quality, network,quality and reliability, etc |
| Chair | Kenji Sugiyama(Seikei Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Mase(Nagoya Univ.) / Takanori Hayashi(Hiroshima Inst. of Tech.) |
| Vice Chair | Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) / Hideaki Kimata(NTT) / Kazuya Kodama(NII) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) |
| Secretary | Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(Sony) / Hideaki Kimata(KDDI Research) / Kazuya Kodama(Nagoya Univ.) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(Kyushu Univ.) / Jun Okamoto(Nagoya Univ.) |
| Assistant | Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) / Kazuya Hayase(NTT) / Yasutaka Matsuo(NHK) / Satoshi Nishiguchi(Oosaka Inst. of Tech.) / Masanori Yokoyama(*) / Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) |
| Paper Information | |
| Registration To | Technical Committee on Image Media Quality / Technical Committee on Image Engineering / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Consideration on the effect of pixel resolution and JPEG encoding on detection accuracy of road sign |
| Sub Title (in English) | |
| Keyword(1) | Traffic Sign |
| Keyword(2) | Object Detection |
| Keyword(3) | Convolutional Neural Network |
| 1st Author's Name | Imamura Kosuke |
| 1st Author's Affiliation | University of Toyama(Univ. of Toyama) |
| 2nd Author's Name | Yuukou Horita |
| 2nd Author's Affiliation | University of Toyama(Univ. of Toyama) |
| Date | 2019-03-15 |
| Paper # | IMQ2018-65,IE2018-149,MVE2018-96 |
| Volume (vol) | vol.118 |
| Number (no) | IMQ-500,IE-501,MVE-502 |
| Page | pp.pp.233-237(IMQ), pp.233-237(IE), pp.233-237(MVE), |
| #Pages | 5 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |