Paper Abstract and Keywords |
Presentation |
2019-03-06 13:00
Evaluation of an FPGA Implementation of MRCoHOG Feature using High-Level Synthesis Yuya Nagamine, Kazuki Yoshihiro, Hakaru Tamukoh (Kyutech) SIS2018-37 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this report, we evaluate a Field Programmable Gate Array (FPGA) implementation of Multiresolution Co-occurrence Histograms of Oriented Gradients (MRCoHOG). MRCoHOG is an image feature that is
extracted from multi-resolution images and described by co-occurrence histograms of gradients. We synthesis an
MRCoHOG circuit using High-Level Synthesis (HLS) and implement the circuit in an FPGA board. Experimental
results show that the MRCoHOG circuit performs four times faster operation speed than a software implementation. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Feature extraction / Human detection / Image processing / Digital hardware / FPGA / HLS / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 473, SIS2018-37, pp. 1-4, March 2019. |
Paper # |
SIS2018-37 |
Date of Issue |
2019-02-27 (SIS) |
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 |
SIS2018-37 |
Conference Information |
Committee |
SIS |
Conference Date |
2019-03-06 - 2019-03-07 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tokyo Univ. Science, Katsushika Campus |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Soft Computing, etc. |
Paper Information |
Registration To |
SIS |
Conference Code |
2019-03-SIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Evaluation of an FPGA Implementation of MRCoHOG Feature using High-Level Synthesis |
Sub Title (in English) |
|
Keyword(1) |
Feature extraction |
Keyword(2) |
Human detection |
Keyword(3) |
Image processing |
Keyword(4) |
Digital hardware |
Keyword(5) |
FPGA |
Keyword(6) |
HLS |
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Yuya Nagamine |
1st Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
2nd Author's Name |
Kazuki Yoshihiro |
2nd Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
3rd Author's Name |
Hakaru Tamukoh |
3rd Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2019-03-06 13:00:00 |
Presentation Time |
20 minutes |
Registration for |
SIS |
Paper # |
SIS2018-37 |
Volume (vol) |
vol.118 |
Number (no) |
no.473 |
Page |
pp.1-4 |
#Pages |
4 |
Date of Issue |
2019-02-27 (SIS) |
|