Mapping and Manipulating Facial Expression

Author:

Theobald Barry-John1,Matthews Iain2,Mangini Michael3,Spies Jeffrey R.4,Brick Timothy R.4,Cohn Jeffrey F.5,Boker Steven M.4

Affiliation:

1. University of East Anglia, Norwich, U.K.,

2. Weta Digital Ltd.,Miramar, New Zealand

3. University of Notre Dame, Indiana, U.S.A.

4. University of Virginia, Charlottesville, U.S.A.

5. University of Pittsburgh, Pittsburgh, U.S.A.

Abstract

Nonverbal visual cues accompany speech to supplement the meaning of spoken words, signify emotional state, indicate position in discourse, and provide back-channel feedback. This visual information includes head movements, facial expressions and body gestures. In this article we describe techniques for manipulating both verbal and nonverbal facial gestures in video sequences of people engaged in conversation. We are developing a system for use in psychological experiments, where the effects of manipulating individual components of nonverbal visual behavior during live face-to-face conversation can be studied. In particular, the techniques we describe operate in real-time at video frame-rate and the manipulation can be applied so both participants in a conversation are kept blind to the experimental conditions.

Publisher

SAGE Publications

Subject

Speech and Hearing,Linguistics and Language,Sociology and Political Science,Language and Linguistics,General Medicine

Cited by 23 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. On Head Motion for Recognizing Aggression and Negative Affect during Speaking and Listening;INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION;2023-10-09

2. Emotionally Specific Backchanneling in Social Human-Robot Interaction and Human-Human Interaction;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

3. Expression-Latent-Space-guided GAN for Facial Expression Animation based on Discrete Labels;2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021);2021-12-15

4. Morphset: Augmenting Categorical Emotion Datasets With Dimensional Affect Labels Using Face Morphing;2021 IEEE International Conference on Image Processing (ICIP);2021-09-19

5. Facial Landmarks and Expression Label Guided Photorealistic Facial Expression Synthesis;IEEE Access;2021

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