| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2018-03-09 13:30 A Consideration on QoE Estimation while Watching Video with Delay by using Random Forest Classifier to Multimodal Bio-signals Akihiko Kawauchi, Mutsumi Suganuma, Wataru Kameyama (Waseda Univ.)  CQ2017-124 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | QoE (Quality of Experience), which is a measurement of the user’s experience to service, has attracted attention in recent years in order to accurately measure the communication service quality, such as the quality of streaming video. In this study, we aim at establishing QoE measurement not based on subjective evaluation such as questionnaire but based on objectively measured bio-signals. By classifying the users’ subjective quality evaluations using random forest with the input of bio-signals obtained from users as well as the users’ interest to video while watching video with delay, we have found high accuracy between the classification results and the subjective evaluations, which suggests that QoE could be estimated from bio-signals and the degree of interest to video. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | User’s Subjective Quality / Quality of Experience / Video Streaming / Bio-signals / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 486, CQ2017-124, pp. 121-126, March 2018. | |
| Paper # | CQ2017-124 | |
| Date of Issue | 2018-03-01 (CQ) | |
| 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 | CQ2017-124 |
|
| Conference Information | |
| Committee | CQ MVE IE IMQ |
| Conference Date | 2018-03-08 - 2018-03-09 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Five Senses Media, Cooking and Eating Activities Media, Multimedia, Media Experience, Video Encoding, Image Media Quality, Network Quality and Reliability, etc. (Co-sponsor: Technical Committee on Multimedia on Cooking and Eating Activities (CEA)) |
| Paper Information | |
| Registration To | CQ |
| Conference Code | 2018-03-CQ-MVE-IE-IMQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Consideration on QoE Estimation while Watching Video with Delay by using Random Forest Classifier to Multimodal Bio-signals |
| Sub Title (in English) | |
| Keyword(1) | User’s Subjective Quality |
| Keyword(2) | Quality of Experience |
| Keyword(3) | Video Streaming |
| Keyword(4) | Bio-signals |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Akihiko Kawauchi |
| 1st Author's Affiliation | Waseda University (Waseda Univ.) |
| 2nd Author's Name | Mutsumi Suganuma |
| 2nd Author's Affiliation | Waseda University (Waseda Univ.) |
| 3rd Author's Name | Wataru Kameyama |
| 3rd Author's Affiliation | Waseda University (Waseda 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 | () |
| Speaker | Author-1 |
| Date Time | 2018-03-09 13:30:00 |
| Presentation Time | 25 minutes |
| Registration for | CQ |
| Paper # | CQ2017-124 |
| Volume (vol) | vol.117 |
| Number (no) | no.486 |
| Page | pp.121-126 |
| #Pages | 6 |
| Date of Issue | 2018-03-01 (CQ) |
[Return to Top Page]