Principles of traditional animation applied to 3D computer animation
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
GI '96 Proceedings of the conference on Graphics interface '96
Automated Derivation of Primitives for Movement Classification
Autonomous Robots
Verbs and Adverbs: Multidimensional Motion Interpolation
IEEE Computer Graphics and Applications
International Journal of Human-Computer Studies - Application of affective computing in human—Computer interaction
CA '00 Proceedings of the Computer Animation
Automatic prediction of frustration
International Journal of Human-Computer Studies
Gesture-Based affective computing on motion capture data
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Interactive control of music using emotional body expressions
CHI '08 Extended Abstracts on Human Factors in Computing Systems
Detecting Emotions from Connected Action Sequences
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Automated analysis of non-verbal affective and social behaviour
Proceedings of the 3rd international workshop on Affective interaction in natural environments
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
Form as a cue in the automatic recognition of non-acted affective body expressions
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 I
GW'09 Proceedings of the 8th international conference on Gesture in Embodied Communication and Human-Computer Interaction
What Does Touch Tell Us about Emotions in Touchscreen-Based Gameplay?
ACM Transactions on Computer-Human Interaction (TOCHI)
Image and Vision Computing
Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction
Natural interaction expressivity modeling and analysis
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
Automatic multimodal descriptors of rhythmic body movement
Proceedings of the 15th ACM on International conference on multimodal interaction
Discriminative functional analysis of human movements
Pattern Recognition Letters
| Hi-index | 0.00 |
In this paper we present a novel framework for analysing non-stylised motion in order to detect implicitly communicated affect. Our approach makes use of a segmentation technique which can divide complex motions into a set of automatically derived motion primitives. The parsed motion is then analysed in terms of dynamic features which are shown to encode affective information. In order to adapt our algorithm to personal movement idiosyncrasies we developed a new approach for deriving unbiased motion features. We have evaluated our approach using a comprehensive database of affectively performed motions. The results show that removing personal movement bias can have a significant benefit for automated affect recognition from body motion. The resulting recognition rate is similar to that of humans who took part in a comparable psychological experiment.