Non-rigid registration using free-form deformations for recognition of facial actions and their temporal dynamics. - Sander Koelstra; Maja Pantic (FG, 2008)

EEG analysis for implicit tagging of video data. - Sander Koelstra; Christian Mühl; Ioannis Patras (ACII, 2009)

The fast-3D spatio-temporal interest region detector. - Sander Koelstra; Ioannis Patras (WIAMIS, 2009)

Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos. - Sander Koelstra; Ashkan Yazdani; Mohammad Soleymani 001; Christian Mühl; Jong-Seok Lee; Anton Nijholt; Thierry Pun; Touradj Ebrahimi; Ioannis Patras (Brain Informatics, 2010)

A Dynamic Texture-Based Approach to Recognition of Facial Actions and Their Temporal Models. - Sander Koelstra; Maja Pantic; Ioannis Patras (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Continuous emotion detection in response to music videos. - Mohammad Soleymani 001; Sander Koelstra; Ioannis Patras; Thierry Pun (FG, 2011)

DEAP: A Database for Emotion Analysis ;Using Physiological Signals. - Sander Koelstra; Christian Mühl; Mohammad Soleymani 001; Jong-Seok Lee; Ashkan Yazdani; Touradj Ebrahimi; Thierry Pun; Anton Nijholt; Ioannis Patras (IEEE Trans. Affect. Comput., 2012)

Fusion of facial expressions and EEG for implicit affective tagging. - Sander Koelstra; Ioannis Patras (Image Vis. Comput., 2013)