Paper Abstract and Keywords |
Presentation |
2012-01-25 11:40
An Image Recognition System with Hierarchical Feature Learning Function Masahiro Ariizumi, Baku Ogasawara, Hakaru Tamukoh, Masatoshi Sekine (TUAT) VLD2011-95 CPSY2011-58 RECONF2011-54 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper we describe an image recognition system having a hierarchical feature learning function. The feature learning function is combined Self-Organizing Map(SOM) with multi-resolution analysis. We also describe a hardware implementation of feature learning and image recognition. The hardware is a SOM hardware sharing PE of feature region searching. In order to demonstrate the proposed hardware's effectiveness, we compare the processing time of the hardware and a software implementation. In addition, we show the effectiveness of implementing feature learning and image recognition mechanism in system LSI from the logic circuit scale of the proposed hardware. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Multi-resolution analysis / Self-Organizing Map / Image recognition / FPGA / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 397, VLD2011-95, pp. 25-30, Jan. 2012. |
Paper # |
VLD2011-95 |
Date of Issue |
2012-01-18 (VLD, CPSY, 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 |
VLD2011-95 CPSY2011-58 RECONF2011-54 |
Conference Information |
Committee |
VLD CPSY RECONF IPSJ-SLDM |
Conference Date |
2012-01-25 - 2012-01-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hiyoshi Campus, Keio University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
FPGA Applications, etc |
Paper Information |
Registration To |
VLD |
Conference Code |
2012-01-VLD-CPSY-RECONF-SLDM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An Image Recognition System with Hierarchical Feature Learning Function |
Sub Title (in English) |
|
Keyword(1) |
Multi-resolution analysis |
Keyword(2) |
Self-Organizing Map |
Keyword(3) |
Image recognition |
Keyword(4) |
FPGA |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Masahiro Ariizumi |
1st Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
2nd Author's Name |
Baku Ogasawara |
2nd Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
3rd Author's Name |
Hakaru Tamukoh |
3rd Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
4th Author's Name |
Masatoshi Sekine |
4th Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
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 |
2012-01-25 11:40:00 |
Presentation Time |
25 minutes |
Registration for |
VLD |
Paper # |
VLD2011-95, CPSY2011-58, RECONF2011-54 |
Volume (vol) |
vol.111 |
Number (no) |
no.397(VLD), no.398(CPSY), no.399(RECONF) |
Page |
pp.25-30 |
#Pages |
6 |
Date of Issue |
2012-01-18 (VLD, CPSY, RECONF) |
|