政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/111901

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政大機構典藏 > 資訊學院 > 資訊科學系 > 會議論文 > Item 140.119/111901

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/111901

Title:	Estimation and evaluation of body language in a presentation scenario using RGBD data
Authors:	廖文宏 Wu, Yi Chieh Liao, Wenhung
Contributors:	資訊科學系
Keywords:	Animation;Classification (of information);Computational linguistics;Intelligent systems;Personnel training;Audio processing;Body language;Evaluation results;Facial Expressions;Kinect sensors;performance evaluation;Presentation style;Skeletal joints;Intelligent control
Date:	2015
Issue Date:	2017-08-10 15:16:38 (UTC+8)
Abstract:	In this research, we capture body movements, facial expressions, and voice data of subjects in the presentation scenario using RGBD-capable Kinect sensor. The acquired videos were accessed by a group of reviewers to indicate their preferences/aversions to the presentation style. We denote the two classes of ruling as Period of Like (POL) and Period of Dislike (POD), respectively. We then employ three types of image features, namely, animation units (AU), skeletal joints, and 3D face vertices to analyze the consistency of the evaluation result, as well as the ability to classify unseen footage based on the training data supplied by 35 evaluators. Finally, we develop a prototype program to help users to identify their strength/weakness during their presentation so that they can improve their skills accordingly. © 2015 The authors and IOS Press. All rights reserved.
Relation:	Frontiers in Artificial Intelligence and Applications, 274, 1213-1222 International Computer Symposium, ICS 2014; Taichung; Taiwan; 12 December 2014 到 14 December 2014; 代碼 111725
Data Type:	conference
DOI 連結:	http://dx.doi.org/10.3233/978-1-61499-484-8-1213
DOI:	10.3233/978-1-61499-484-8-1213
Appears in Collections:	[資訊科學系] 會議論文

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