Paper Abstract and Keywords |
Presentation |
2016-09-06 09:30
Evaluation Metrics for Saliency Map Compensating Center-Bias Effect Takao Yamanaka (Sophia Univ.) PRMU2016-76 IBISML2016-31 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In order to evaluate the saliency maps (a probabilistic map of an image to predict human-eye fixations), a wide variety of evaluation metrics are utilized. Among them, sAUC (shuffled Area Under the Curve) has been most widely employed, because it compensates the center-bias effect, which is the tendency to look around the center of an image when a person looks at the image. In this paper, an evaluation method compensating center-bias effect is proposed for the metrics other than sAUC. It was confirmed that the proposed method can be utilized for the evaluation compensating center-bias effect with publicly available databases. Thus, an evaluation metric for saliency maps can be selected considering the properties other than the compensationability of the center-bias effect, such as differentiability of the metric. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Saliency Map / Fixation / Evaluation Metric / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 208, PRMU2016-76, pp. 173-178, Sept. 2016. |
Paper # |
PRMU2016-76 |
Date of Issue |
2016-08-29 (PRMU, IBISML) |
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) |
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PRMU2016-76 IBISML2016-31 |
Conference Information |
Committee |
PRMU IPSJ-CVIM IBISML |
Conference Date |
2016-09-05 - 2016-09-06 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2016-09-PRMU-CVIM-IBISML |
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Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Evaluation Metrics for Saliency Map Compensating Center-Bias Effect |
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Saliency Map |
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Fixation |
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Evaluation Metric |
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Takao Yamanaka |
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Sophia University (Sophia Univ.) |
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Speaker |
Author-1 |
Date Time |
2016-09-06 09:30:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2016-76, IBISML2016-31 |
Volume (vol) |
vol.116 |
Number (no) |
no.208(PRMU), no.209(IBISML) |
Page |
pp.173-178 |
#Pages |
6 |
Date of Issue |
2016-08-29 (PRMU, IBISML) |
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