| Presentation | 2019-10-18 From Cats to Cars: A Data Set Generation Strategy for U-net based Autonomous Driving Hiroki Hiraoka, Atsushi Imiya, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The deep convolutional neural networks (DCNNs) require data to supervise the network structures. A semi-automatic data generation method for supervision is proposed. Using generated data sequence semantic labelling for autonomous driving is achieved. The methodology substitutes the expert craft works for data generation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep Convolitional Neural Networks / U-net / Multiresolution analysis / Scale space analysis / Pyramid transform / Dilation filtering / Semantic labelling |
| Paper # | PRMU2019-38 |
| Date of Issue | 2019-10-11 (PRMU) |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2019/10/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yoichi Sato(Univ. of Tokyo) |
| Vice Chair | Toru Tamaki(Hiroshima Univ.) / Akisato Kimura(NTT) |
| Secretary | Toru Tamaki(NTT) / Akisato Kimura(OMRON SINICX) |
| Assistant | Yusuke Uchida(DeNA) / Takayoshi Yamashita(Chubu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
|---|---|
| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | From Cats to Cars: A Data Set Generation Strategy for U-net based Autonomous Driving |
| Sub Title (in English) | |
| Keyword(1) | Deep Convolitional Neural Networks |
| Keyword(2) | U-net |
| Keyword(3) | Multiresolution analysis |
| Keyword(4) | Scale space analysis |
| Keyword(5) | Pyramid transform |
| Keyword(6) | Dilation filtering |
| Keyword(7) | Semantic labelling |
| 1st Author's Name | Hiroki Hiraoka |
| 1st Author's Affiliation | Chiba University(Chiba Univ.) |
| 2nd Author's Name | Atsushi Imiya |
| 2nd Author's Affiliation | Chiba University(Chiba Univ.) |
| Date | 2019-10-18 |
| Paper # | PRMU2019-38 |
| Volume (vol) | vol.119 |
| Number (no) | PRMU-235 |
| Page | pp.pp.35-40(PRMU), |
| #Pages | 6 |
| Date of Issue | 2019-10-11 (PRMU) |