| Presentation | 2015-10-27 [Invited Talk] Developments of Advanced Driver Assistance System (ADAS) and Image Recognition SoC Takashi Miyamori, Seiya Ide, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recent years, Advanced Driver Assistance Systems, ADAS, such as an autonomous emergency braking for vehicles and pedestrians and a lane departure warning system, have become an essential to improve a vehicle safety. In this talk, leading-edge ADAS and image recognition SoCs that are key devices of the systems are introduced. As image recognition SoCs, we introduce ViscontiTM family based on a heterogeneous architecture with multi-core processors and hardware accelerators. By optimizing for image recognition processing, they have achieved both high performance and low power consumption. Furthermore, image features are very important to improve accuracy. We introduced the CoHOG (Co-occurrence Histograms of Oriented Gradients) feature that is an extension to a HOG feature and color-based features to satisfy the requirements of Euro NCAP such as a pedestrian detection in the night-time. We have developed dedicated hardware accelerators to execute these feature calculations and image recognition processing in real-time. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Advanced Driver Assistance Systems / ADAS / image recognition / multi-core / SoC / HOG / CoHOG / Euro NCAP |
| Paper # | VLD2015-34,ICD2015-47,IE2015-69 |
| Date of Issue | 2015-10-19 (VLD, ICD, IE) |
| Conference Information | |
| Committee | ICD / IE / VLD / IPSJ-SLDM |
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| Conference Date | 2015/10/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Minoru Fujishima(Hiroshima Univ.) / Seishi Takamura(NTT) / Yusuke Matsunaga(Kyushu Univ.) / Masahiro Fukui(Ritsumeikan Univ.) |
| Vice Chair | Hideto Hidaka(Renesas) / Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / Takashi Takenana(NEC) |
| Secretary | Hideto Hidaka(Hiroshima Univ.) / Takayuki Hamamoto(NTT) / Atsuro Ichigaya(Chiba Inst. of Tech.) / Takashi Takenana(Ritsumeikan Univ.) / (Fujitsu Labs.) |
| Assistant | Makoto Takamiya(Univ. of Tokyo) / Hiroe Iwasaki(NTT) / Takashi Hashimoto(Panasonic) / Hiroyuki Ito(Tokyo Inst. of Tech.) / Pham Konkuha(Univ. of Electro-Comm.) / Keita Takahashi(Nagoya Univ.) / Kei Kawamura(KDDI R&D Labs.) / Ittetsu Taniguchi(Ritsumeikan Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Integrated Circuits and Devices / Technical Committee on Image Engineering / Technical Committee on VLSI Design Technologies / Special Interest Group on System and LSI Design Methodology |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Developments of Advanced Driver Assistance System (ADAS) and Image Recognition SoC |
| Sub Title (in English) | |
| Keyword(1) | Advanced Driver Assistance Systems |
| Keyword(2) | ADAS |
| Keyword(3) | image recognition |
| Keyword(4) | multi-core |
| Keyword(5) | SoC |
| Keyword(6) | HOG |
| Keyword(7) | CoHOG |
| Keyword(8) | Euro NCAP |
| 1st Author's Name | Takashi Miyamori |
| 1st Author's Affiliation | Toshiba Corporation(Toshiba) |
| 2nd Author's Name | Seiya Ide |
| 2nd Author's Affiliation | Denso Corporation(DENSO) |
| Date | 2015-10-27 |
| Paper # | VLD2015-34,ICD2015-47,IE2015-69 |
| Volume (vol) | vol.115 |
| Number (no) | VLD-270,ICD-271,IE-272 |
| Page | pp.pp.43-43(VLD), pp.43-43(ICD), pp.43-43(IE), |
| #Pages | 1 |
| Date of Issue | 2015-10-19 (VLD, ICD, IE) |