Fusion of audio and visual cues for laughter detection
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Human-Centred Intelligent Human Computer Interaction (HCI²): how far are we from attaining it?
International Journal of Autonomous and Adaptive Communications Systems
A face-house paradigm for architectural scene analysis
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Social signal processing: state-of-the-art and future perspectives of an emerging domain
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Affective game engines: motivation and requirements
Proceedings of the 4th International Conference on Foundations of Digital Games
Image and Vision Computing
Social signal processing: Survey of an emerging domain
Image and Vision Computing
Image and Vision Computing
Probabilistic semantic classifier
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Toward environment-to-environment (E2E) affective sensitive communication systems
MTDL '09 Proceedings of the first ACM international workshop on Multimedia technologies for distance learning
Static vs. dynamic modeling of human nonverbal behavior from multiple cues and modalities
Proceedings of the 2009 international conference on Multimodal interfaces
Proceedings of the 2009 international conference on Multimodal interfaces
Detecting user engagement with a robot companion using task and social interaction-based features
Proceedings of the 2009 international conference on Multimodal interfaces
Designing a game companion for long-term social interaction
Proceedings of the International Workshop on Affective-Aware Virtual Agents and Social Robots
Guest editorial: special issue on human computing
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Novel multiclass classifiers based on the minimization of the within-class variance
IEEE Transactions on Neural Networks
Implicit human-centered tagging
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Is this joke really funny? judging the mirth by audiovisual laughter analysis
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Unobtrusive Sensing of Emotions (USE)
Journal of Ambient Intelligence and Smart Environments
Recognizing affect from non-stylized body motion using shape of Gaussian descriptors
Proceedings of the 2010 ACM Symposium on Applied Computing
Emotion recognition and conversion for mandarin speech
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Affective negotiation support systems
Journal of Ambient Intelligence and Smart Environments
Towards multimodal emotion recognition: a new approach
Proceedings of the ACM International Conference on Image and Video Retrieval
Tracking vertex flow and model adaptation for three-dimensional spatiotemporal face analysis
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Multimodal information fusion application to human emotion recognition from face and speech
Multimedia Tools and Applications
User Modeling and User-Adapted Interaction
Facial affect recognition using regularized discriminant analysis-based algorithms
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
Mobile social signal processing: vision and research issues
Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
Recognition of affect based on gait patterns
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Advances in Human-Computer Interaction - Special issue on emotion-aware natural interaction
Determination of nonprototypical valence and arousal in popular music: features and performances
EURASIP Journal on Audio, Speech, and Music Processing - Special issue on scalable audio-content analysis
eMotion: un outil pour personnaliser la reconnaissance d'émotions
Proceedings of the Ergonomie et Informatique Avancee Conference
Using affective parameters in a content-based recommender system for images
User Modeling and User-Adapted Interaction
Eyes do not lie: spontaneous versus posed smiles
Proceedings of the international conference on Multimedia
Proceedings of the international conference on Multimedia
3rd international workshop on affective interaction in natural environments (AFFINE)
Proceedings of the international conference on Multimedia
Real time labeling of affect in music using the affectbutton
Proceedings of the 3rd international workshop on Affective interaction in natural environments
Closing the loop: from affect recognition to empathic interaction
Proceedings of the 3rd international workshop on Affective interaction in natural environments
Ubiquitous social perception abilities for interaction initiation in human-robot interaction
Proceedings of the 3rd international workshop on Affective interaction in natural environments
Implicit image tagging via facial information
Proceedings of the 2nd international workshop on Social signal processing
Challenges of human behavior understanding
HBU'10 Proceedings of the First international conference on Human behavior understanding
Spatiotemporal-boosted DCT features for head and face gesture analysis
HBU'10 Proceedings of the First international conference on Human behavior understanding
Coupled Gaussian process regression for pose-invariant facial expression recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Emotion recognition from arbitrary view facial images
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
IVA'10 Proceedings of the 10th international conference on Intelligent virtual agents
A novel middleware solution to improve ubiquitous healthcare systems aided by affective information
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Automatic detection of dominance and expected interest
EURASIP Journal on Advances in Signal Processing
Facial expression classification based on local spatiotemporal edge and texture descriptors
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
Pattern recognition methods: a novel analysis for the pupillographic sleepiness test
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
Personalization in multimedia retrieval: A survey
Multimedia Tools and Applications
Conference Internationale Francophone sur I'Interaction Homme-Machine
Reconnaissance d'Emotions: un point de vue interaction multimodale
Conference Internationale Francophone sur I'Interaction Homme-Machine
Dynamic soft encoded patterns for facial event analysis
Computer Vision and Image Understanding
ICSR'10 Proceedings of the Second international conference on Social robotics
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
Robust classification of face and head gestures in video
Image and Vision Computing
Affective speaker state analysis in the presence of reverberation
International Journal of Speech Technology
An affect-enriched dialogue act classification model for task-oriented dialogue
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Expression recognition in videos using a weighted component-based feature descriptor
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Formant position based weighted spectral features for emotion recognition
Speech Communication
Emotional human-machine interaction: cues from facial expressions
HI'11 Proceedings of the 2011 international conference on Human interface and the management of information - Volume Part I
Facial expression recognition from near-infrared videos
Image and Vision Computing
CASEMANS '11 Proceedings of the 5th ACM International Workshop on Context-Awareness for Self-Managing Systems
Fusion of audio- and visual cues for real-life emotional human robot interaction
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Culture and facial expressions: a case study with a speech interface
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
CONTEXT'11 Proceedings of the 7th international and interdisciplinary conference on Modeling and using context
Predicting facial indicators of confusion with hidden Markov models
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
Associating textual features with visual ones to improve affective image classification
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
3D corpus of spontaneous complex mental states
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
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
Multi-modal affect induction for affective brain-computer interfaces
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
A regression approach to affective rating of chinese words from ANEW
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Inductive transfer learning for handling individual differences in affective computing
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Recognizing bodily expression of affect in user tests
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Modeling latent discriminative dynamic of multi-dimensional affective signals
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Crowdsourced data collection of facial responses
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
A systematic discussion of fusion techniques for multi-modal affect recognition tasks
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Towards multimodal sentiment analysis: harvesting opinions from the web
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Long-term socially perceptive and interactive robot companions: challenges and future perspectives
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Quality of experience evaluation of voice communication systems using affect-based approach
MM '11 Proceedings of the 19th ACM international conference on Multimedia
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
Pain monitoring: A dynamic and context-sensitive system
Pattern Recognition
A multitask approach to continuous five-dimensional affect sensing in natural speech
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
Affect recognition based on physiological changes during the watching of music videos
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
Facial expressions and politeness effect in foreign language training system
ITS'10 Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part I
Human face analysis: from identity to emotion and intention recognition
ICEB'10 Proceedings of the Third international conference on Ethics and Policy of Biometrics and International Data Sharing
Analyzing facial behavioral features from videos
HBU'11 Proceedings of the Second international conference on Human Behavior Unterstanding
Spatial feature interdependence matrix (SFIM): a robust descriptor for face recognition
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Impact of implicit and explicit affective labeling on a recommender system's performance
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Influence of visual stimuli on evaluation of converted emotional speech by listening tests
COST'10 Proceedings of the 2010 international conference on Analysis of Verbal and Nonverbal Communication and Enactment
COST'10 Proceedings of the 2010 international conference on Analysis of Verbal and Nonverbal Communication and Enactment
Tune in to your emotions: a robust personalized affective music player
User Modeling and User-Adapted Interaction
Output-associative RVM regression for dimensional and continuous emotion prediction
Image and Vision Computing
Proceedings of the 9th conference on Computing Frontiers
Understanding communicative emotions from collective external observations
CHI '12 Extended Abstracts on Human Factors in Computing Systems
Spontaneous pain expression recognition in video sequences
VoCS'08 Proceedings of the 2008 international conference on Visions of Computer Science: BCS International Academic Conference
Automatic facial expression recognition based on spatiotemporal descriptors
Pattern Recognition Letters
Spontaneous facial expression recognition: automatic aggression detection
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Affect prediction from physiological measures via visual stimuli
International Journal of Human-Computer Studies
Video-driven state-aware facial animation
Computer Animation and Virtual Worlds
Monitoring affect states during effortful problem solving activities
International Journal of Artificial Intelligence in Education
Facial expression recognition for detecting human aggression
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
On the simultaneous recognition of identity and expression from BU-3DFE datasets
Pattern Recognition Letters
Unobtrusive Sensing of Emotions (USE)
Journal of Ambient Intelligence and Smart Environments
Computer recognition of facial expressions of emotion
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Localized discriminative scale invariant feature transform based facial expression recognition
Computers and Electrical Engineering
State of the art of smart homes
Engineering Applications of Artificial Intelligence
Static and dynamic 3D facial expression recognition: A comprehensive survey
Image and Vision Computing
Image and Vision Computing
3D/4D facial expression analysis: An advanced annotated face model approach
Image and Vision Computing
Reshaping 3D facial scans for facial appearance modeling and 3D facial expression analysis
Image and Vision Computing
Proceedings of the 3rd International Conference on Automotive User Interfaces and Interactive Vehicular Applications
Facial expression recognition using geometric and appearance features
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Towards a dynamic expression recognition system under facial occlusion
Pattern Recognition Letters
Multimodal human behavior analysis: learning correlation and interaction across modalities
Proceedings of the 14th ACM international conference on Multimodal interaction
Proceedings of the 14th ACM international conference on Multimodal interaction
Multimodal analysis of the implicit affective channel in computer-mediated textual communication
Proceedings of the 14th ACM international conference on Multimodal interaction
Towards sensing the influence of visual narratives on human affect
Proceedings of the 14th ACM international conference on Multimodal interaction
Depression analysis: a multimodal approach
Proceedings of the 14th ACM international conference on Multimodal interaction
Step-wise emotion recognition using concatenated-HMM
Proceedings of the 14th ACM international conference on Multimodal interaction
Proceedings of the 14th ACM international conference on Multimodal interaction
Proceedings of the 14th ACM international conference on Multimodal interaction
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
Comparison of prediction-based fusion and feature-level fusion across different learning models
Proceedings of the 20th ACM international conference on Multimedia
Facial expression recognition using tracked facial actions: Classifier performance analysis
Engineering Applications of Artificial Intelligence
Dynamic facial expression recognition using longitudinal facial expression atlases
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Dynamic probabilistic CCA for analysis of affective behaviour
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Multi-view facial expression recognition analysis with generic sparse coding feature
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Computing and evaluating the body laughter index
HBU'12 Proceedings of the Third international conference on Human Behavior Understanding
Ubiquitous emotion-aware computing
Personal and Ubiquitous Computing
Emotion recognition using the emotiv EPOC device
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Investigating the effects of robotic displays of protest and distress
ICSR'12 Proceedings of the 4th international conference on Social Robotics
The influence of empathy in human-robot relations
International Journal of Human-Computer Studies
Hough forest-based facial expression recognition from video sequences
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Spatiotemporal features for effective facial expression recognition
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Automatic Facial Expression Recognition by Facial Parts Location with Boosted-LBP
International Journal of Computer Vision and Image Processing
A dynamic approach for detecting naturalistic affective states from facial videos during HCI
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Image and Vision Computing
Fusion of facial expressions and EEG for implicit affective tagging
Image and Vision Computing
Image and Vision Computing
LMA based emotional motion representation using RGB-D camera
Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction
Proceedings of the 2013 international conference on Intelligent user interfaces
Eye localization from infrared thermal images
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Fusion of fragmentary classifier decisions for affective state recognition
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Learning realistic facial expressions from web images
Pattern Recognition
Hierarchical On-line Appearance-Based Tracking for 3D head pose, eyebrows, lips, eyelids and irises
Image and Vision Computing
MoodScope: building a mood sensor from smartphone usage patterns
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Beyond the basic emotions: what should affective computing compute?
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Boosting with side information
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Enhancing expression recognition in the wild with unlabeled reference data
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Finding happiest moments in a social context
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
AffectButton: A method for reliable and valid affective self-report
International Journal of Human-Computer Studies
Eye localization from thermal infrared images
Pattern Recognition
A review of motion analysis methods for human Nonverbal Communication Computing
Image and Vision Computing
Correlated-spaces regression for learning continuous emotion dimensions
Proceedings of the 21st ACM international conference on Multimedia
Thermal imaging for affect detection
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
Natural interaction expressivity modeling and analysis
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
Towards in situ affect detection in mobile devices: a multimodal approach
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Challenges for inclusive affective detection in educational scenarios
UAHCI'13 Proceedings of the 7th international conference on Universal Access in Human-Computer Interaction: design methods, tools, and interaction techniques for eInclusion - Volume Part I
Computer Vision and Image Understanding
Multiple kernel learning for emotion recognition in the wild
Proceedings of the 15th ACM on International conference on multimodal interaction
Distribution-based iterative pairwise classification of emotions in the wild using LGBP-TOP
Proceedings of the 15th ACM on International conference on multimodal interaction
Why is facial expression analysis in the wild challenging?
Proceedings of the 2013 on Emotion recognition in the wild challenge and workshop
Proceedings of the 2013 on Emotion recognition in the wild challenge and workshop
Shape-based modeling of the fundamental frequency contour for emotion detection in speech
Computer Speech and Language
Learning person-specific models for facial expression and action unit recognition
Pattern Recognition Letters
Speech emotional features extraction based on electroglottograph
Neural Computation
Crowdsourcing facial expressions using popular gameplay
SIGGRAPH Asia 2013 Technical Briefs
Detecting Facial Expressions for Monitoring Patterns of Emotional Behavior
International Journal of Monitoring and Surveillance Technologies Research
Towards affect sensitive and socially perceptive companions
Your Virtual Butler
How affective technologies can influence intimate interactions and improve social connectedness
International Journal of Human-Computer Studies
Facial expression recognition in dynamic sequences: An integrated approach
Pattern Recognition
Understanding of computers and procrastination: A philosophical approach
Computers in Human Behavior
Spontaneous facial expression recognition: A robust metric learning approach
Pattern Recognition
ACM SIGAPP Applied Computing Review
Affective social network--happiness inducing social media platform
Multimedia Tools and Applications
Image and Vision Computing
Automatic facial expression recognition in real-time from dynamic sequences of 3D face scans
The Visual Computer: International Journal of Computer Graphics
Knowledge Elicitation Methods for Affect Modelling in Education
International Journal of Artificial Intelligence in Education
Hi-index | 0.14 |
Automated analysis of human affective behavior has attracted increasing attention from researchers in psychology, computer science, linguistics, neuroscience, and related disciplines. However, the existing methods typically handle only deliberately displayed and exaggerated expressions of prototypical emotions despite the fact that deliberate behaviour differs in visual appearance, audio profile, and timing from spontaneously occurring behaviour. To address this problem, efforts to develop algorithms that can process naturally occurring human affective behaviour have recently emerged. Moreover, an increasing number of efforts are reported toward multimodal fusion for human affect analysis including audiovisual fusion, linguistic and paralinguistic fusion, and multi-cue visual fusion based on facial expressions, head movements, and body gestures. This paper introduces and surveys these recent advances. We first discuss human emotion perception from a psychological perspective. Next we examine available approaches to solving the problem of machine understanding of human affective behavior, and discuss important issues like the collection and availability of training and test data. We finally outline some of the scientific and engineering challenges to advancing human affect sensing technology.