Nonverbal information recognition and its application to communications
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia: Face/gesture recognition and their applications
Bimodal expression of emotion by face and voice
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia: Face/gesture recognition and their applications
Modeling focus of attention for meeting indexing
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
MAUI: a multimodal affective user interface
Proceedings of the tenth ACM international conference on Multimedia
Affective multimodal human-computer interaction
Proceedings of the 13th annual ACM international conference on Multimedia
Multimodal affect recognition in learning environments
Proceedings of the 13th annual ACM international conference on Multimedia
Proceedings of the 13th annual ACM international conference on Multimedia
Human-centered computing: a multimedia perspective
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
E-tree: emotionally driven augmented reality art
MM '08 Proceedings of the 16th ACM international conference on Multimedia
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
Experimental Methodology in Emotion-Oriented Computing
IEEE Pervasive Computing
Attentive documents: Eye tracking as implicit feedback for information retrieval and beyond
ACM Transactions on Interactive Intelligent Systems (TiiS)
A Framework for Automatic Human Emotion Classification Using Emotion Profiles
IEEE Transactions on Audio, Speech, and Language Processing
A sensing architecture for empathetic data systems
Proceedings of the 4th Augmented Human International Conference
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This article presents the idea of empathic stimulation that relies on the power and potential of unconsciously conveyed attentive and emotional information to facilitate human-machine interaction. Starting from a historical review of related work presented at past ACM Multimedia conferences, we discuss challenges that arise when exploiting unconscious human signals for empathic stimulation, such as the real-time analysis of psychological user states and the smooth adaptation of the human-machine interface based on this analysis. A classical application field that might benefit from the idea of unconscious human-computer interaction is the exploration of massive datasets.