書誌事項
- タイトル別名
-
- Discrimination of Positive/Negative Attitude using Optical flow and Prosody Information
- オプティカルフロー ト インリツ ジョウホウ オ モチイタ ハツワ タイド ノ シキベツ
この論文をさがす
抄録
Nonlinguistic information such as facial expression, gesture, and tone of voice plays an essential rule in communication between humans. However, most human-machine interfaces are not designed to utilize nonlinguistic information. In order to develop a natural human-machine interface, this paper presents a system for discriminating positive-negative attitudes from nonlinguistic information. Our system utilizes prosody information and natural facial expression observed in a dialogue. For example, the questioner asks a subject to do something, e.g. “Won't you go shopping with me?”. And then, the subject shows an ambiguous response, e.g. “Umm, shopping...”. The proposed system analyzes the prosody information and facial expression obtained from the subject. The system combines optical flows and prosody information to increase the accuracy in the discrimination. Evaluation experiments using 678 videos obtained from 23 subjects have shown that our system achieved 81.4% accuracy, which is 4.8% higher in the case when only optical flows were used as training data and 13.8% higher in the case when only prosody information was used as training data.
収録刊行物
-
- 電気学会論文誌Ｃ（電子・情報・システム部門誌）
-
電気学会論文誌Ｃ（電子・情報・システム部門誌） 136 (3), 401-408, 2016
一般社団法人 電気学会
- Tweet
詳細情報 詳細情報について
-
- CRID
- 1390001204607837824
-
- NII論文ID
- 130005132294
-
- NII書誌ID
- AN10065950
-
- ISSN
- 13488155
- 03854221
-
- NDL書誌ID
- 027160351
-
- 本文言語コード
- ja
-
- データソース種別
-
- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
-
- 抄録ライセンスフラグ
- 使用不可