International Journal of Human-Computer Studies - Application of affective computing in humanComputer interaction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Networks - 2005 Special issue: IJCNN 2005
Neural Computation
Bi-modal emotion recognition from expressive face and body gestures
Journal of Network and Computer Applications
Primitives-based evaluation and estimation of emotions in speech
Speech Communication
Recognizing Affective Dimensions from Body Posture
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Detecting Affect from Non-stylised Body Motions
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Recognising Human Emotions from Body Movement and Gesture Dynamics
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic temporal segment detection and affect recognition from face and body display
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Automatic analysis of affective postures and body motion to detect engagement with a game companion
Proceedings of the 6th international conference on Human-robot interaction
Toward a Minimal Representation of Affective Gestures
IEEE Transactions on Affective Computing
Multi-score learning for affect recognition: the case of body postures
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
A Multimodal Database for Affect Recognition and Implicit Tagging
IEEE Transactions on Affective Computing
Voice Conversion Based on Maximum-Likelihood Estimation of Spectral Parameter Trajectory
IEEE Transactions on Audio, Speech, and Language Processing
Affective video content representation and modeling
IEEE Transactions on Multimedia
IEEE Transactions on Multimedia
Automatic Recognition of Non-Acted Affective Postures
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Editorial: Introduction To The Special Issue On Affect Analysis In Continuous Input
Image and Vision Computing
Hi-index | 0.00 |
We address the problem of tracking continuous levels of a participant's activation, valence and dominance during the course of affective dyadic interactions, where participants may be speaking, listening or doing neither. To this end, we extract detailed and intuitive descriptions of each participant's body movements, posture and behavior towards his interlocutor, and speech information. We apply a Gaussian Mixture Model-based approach which computes a mapping from a set of observed audio-visual cues to an underlying emotional state. We obtain promising results for tracking trends of participants' activation and dominance values, which outperform other regression-based approaches used in the literature. Additionally, we shed light into the way expressive body language is modulated by underlying emotional states in the context of dyadic interactions.