Paper Abstract and Keywords |
Presentation |
2017-05-26 09:55
Characteristics of Gaze Estimation by Saliency Map Under Bottom-up Attention Yuma Kobayashi, Hironobu Takano, Kiyomi Nakamura (Toyama Pref. Univ.) MBE2017-2 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Saliency map is an estimation model of bottom-up attention which is derived with physical features.
However, the measured gaze data always coincides with the saliency map even if the top-down attention is inhibited.
The reason of this problem is that the weight of each feature for constructing the saliency map is not suitable. To
improve the gaze estimation accuracy by the saliency map model, we investigate the relationship between the gaze
heat map and visual saliency. The visual saliency are calculated with color, intensity, and orientation features, re-
spectively. The Itti’s model is also adopted in the analysis. From experimental results, the visual saliency calculated
with the only orientation feature was most consistent with the observed gaze data. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Saliency map / Bottom-up attention / Gaze estimation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 63, MBE2017-2, pp. 7-11, May 2017. |
Paper # |
MBE2017-2 |
Date of Issue |
2017-05-19 (MBE) |
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 |
MBE2017-2 |
Conference Information |
Committee |
MBE NC |
Conference Date |
2017-05-26 - 2017-05-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Toyama Prefectural Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
MBE |
Conference Code |
2017-05-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Characteristics of Gaze Estimation by Saliency Map Under Bottom-up Attention |
Sub Title (in English) |
|
Keyword(1) |
Saliency map |
Keyword(2) |
Bottom-up attention |
Keyword(3) |
Gaze estimation |
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Yuma Kobayashi |
1st Author's Affiliation |
Toyama Prefectural University (Toyama Pref. Univ.) |
2nd Author's Name |
Hironobu Takano |
2nd Author's Affiliation |
Toyama Prefectural University (Toyama Pref. Univ.) |
3rd Author's Name |
Kiyomi Nakamura |
3rd Author's Affiliation |
Toyama Prefectural University (Toyama Pref. Univ.) |
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 |
2017-05-26 09:55:00 |
Presentation Time |
25 minutes |
Registration for |
MBE |
Paper # |
MBE2017-2 |
Volume (vol) |
vol.117 |
Number (no) |
no.63 |
Page |
pp.7-11 |
#Pages |
5 |
Date of Issue |
2017-05-19 (MBE) |
|