| Presentation | 2014-06-12 A Study on Accelerating Image Recognition Processing by HW/SW Cooperative Processing on an FPGA for Automatic Watch System on Navigation Takeshi OHKAWA, Yohei MATSUMOTO, Daichi UETAKE, Kanemitsu OOTSU, Takashi YOKOTA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Accidents on vessel traffic are mainly caused by human error of deficient watching. It is expected to raise the safety on navigation by computer vision system which recognizes the camera image input. Generally, image recognition consumes computing power and it takes time by software processing. Therefore, there are many researches which aim to accelerate the time consuming task into hardware processing by FPGA (Field Programmable Gate Array). On the other hand, the time for implementation, functional and performance verification is a big problem in designing the circuit on an FPGA. This research proposes a design method of HW/SW hybrid process network in order to raise the design productivity. This paper reports the study of accelerating the image recognition system by parallel and distributed processing based on the proposed design method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | watch on navigation / image recognition / FPGA / HW/SW co-design / Model Driven Architecture / process network |
| Paper # | RECONF2014-12 |
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| Conference Information | |
| Committee | RECONF |
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| Conference Date | 2014/6/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Reconfigurable Systems (RECONF) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Accelerating Image Recognition Processing by HW/SW Cooperative Processing on an FPGA for Automatic Watch System on Navigation |
| Sub Title (in English) | |
| Keyword(1) | watch on navigation |
| Keyword(2) | image recognition |
| Keyword(3) | FPGA |
| Keyword(4) | HW/SW co-design |
| Keyword(5) | Model Driven Architecture |
| Keyword(6) | process network |
| 1st Author's Name | Takeshi OHKAWA |
| 1st Author's Affiliation | Graduate School of Engineering, Utsunomiya University() |
| 2nd Author's Name | Yohei MATSUMOTO |
| 2nd Author's Affiliation | Faculty of Marine Technology, Tokyo University of Marine Science and Technology |
| 3rd Author's Name | Daichi UETAKE |
| 3rd Author's Affiliation | Graduate School of Engineering, Utsunomiya University |
| 4th Author's Name | Kanemitsu OOTSU |
| 4th Author's Affiliation | Graduate School of Engineering, Utsunomiya University |
| 5th Author's Name | Takashi YOKOTA |
| 5th Author's Affiliation | Faculty of Marine Technology, Tokyo University of Marine Science and Technology |
| Date | 2014-06-12 |
| Paper # | RECONF2014-12 |
| Volume (vol) | vol.114 |
| Number (no) | 75 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |