Authors:
Egon L. van den Broek
1
;
Joris H. Janssen
2
;
Marjolein D. van der Zwaag
3
;
Joyce H. D. M. Westerink
3
and
Jennifer A. Healey
4
Affiliations:
1
University of Twente and Radboud University Medical Center Nijmegen, Netherlands
;
2
Eindhoven University of Technoloy and Philips Research, Netherlands
;
3
Philips Research, Netherlands
;
4
Intel Labs Santa Clara, United States
Keyword(s):
Affective signal processing, Emotion, Review, Temporal aspects, Prerequisites, Guidelines.
Related
Ontology
Subjects/Areas/Topics:
Artificial Intelligence
;
Biomedical Engineering
;
Biomedical Signal Processing
;
Cybernetics and User Interface Technologies
;
Data Manipulation
;
Devices
;
Health Engineering and Technology Applications
;
Human-Computer Interaction
;
Information and Systems Security
;
Methodologies and Methods
;
Neurocomputing
;
Neurotechnology, Electronics and Informatics
;
Pattern Recognition
;
Physiological Computing Systems
;
Physiological Processes and Bio-Signal Modeling, Non-Linear Dynamics
;
Sensor Networks
;
Soft Computing
Abstract:
In four papers, a set of eleven prerequisites for affective signal processing (ASP) were identified (van den Broek et al., 2010): validation, triangulation, a physiology-driven approach, contributions of the signal processing community, identification of users, theoretical specification, integration of biosignals, physical characteristics, historical perspective, temporal construction, and real-world baselines. Additionally, a review (in two parts) of affective computing was provided. Initiated by the reactions on these four papers, we now present: i) an extension of the review, ii) a post-hoc analysis based on the eleven prerequisites of Picard et al.(2001), and iii) a more detailed discussion and illustrations of temporal aspects with ASP.