| Paper Abstract and Keywords |
| Presentation |
2014-06-12 15:00
A Study on Accelerating Image Recognition Processing by HW/SW Cooperative Processing on an FPGA for Automatic Watch System on Navigation Takeshi Ohkawa (Utsunomiya Univ.), Yohei Matsumoto (Tokyo Marine Univ.), Daichi Uetake, Kanemitsu Ootsu, Takashi Yokota (Utsunomiya Univ.) RECONF2014-12 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (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) |
| (in English) |
watch on navigation / image recognition / FPGA / HW/SW co-design / Model Driven Architecture / process network / / |
| Reference Info. |
IEICE Tech. Rep., vol. 114, no. 75, RECONF2014-12, pp. 61-66, June 2014. |
| Paper # |
RECONF2014-12 |
| Date of Issue |
2014-06-04 (RECONF) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
RECONF2014-12 |
| Conference Information |
| Committee |
RECONF |
| Conference Date |
2014-06-11 - 2014-06-12 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Katahira Sakura Hall |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Reconfigurable Systems, etc. |
| Paper Information |
| Registration To |
RECONF |
| Conference Code |
2014-06-RECONF |
| Language |
Japanese |
| 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 |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takeshi Ohkawa |
| 1st Author's Affiliation |
Utsunomiya University (Utsunomiya Univ.) |
| 2nd Author's Name |
Yohei Matsumoto |
| 2nd Author's Affiliation |
Tokyo Marine University (Tokyo Marine Univ.) |
| 3rd Author's Name |
Daichi Uetake |
| 3rd Author's Affiliation |
Utsunomiya University (Utsunomiya Univ.) |
| 4th Author's Name |
Kanemitsu Ootsu |
| 4th Author's Affiliation |
Utsunomiya University (Utsunomiya Univ.) |
| 5th Author's Name |
Takashi Yokota |
| 5th Author's Affiliation |
Utsunomiya University (Utsunomiya Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2014-06-12 15:00:00 |
| Presentation Time |
25 minutes |
| Registration for |
RECONF |
| Paper # |
RECONF2014-12 |
| Volume (vol) |
vol.114 |
| Number (no) |
no.75 |
| Page |
pp.61-66 |
| #Pages |
6 |
| Date of Issue |
2014-06-04 (RECONF) |