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Martinez, Brais, Valstar, Michel F., Jiang, Bihan and Pantic, Maja (2017) Automatic analysis of facial actions: a survey. IEEE Transactions on Affective Computing . ISSN 1949-3045 (In Press)

Sánchez Lozano, Enrique, Martinez, Brais and Valstar, Michel F. (2016) Cascaded regression with sparsified feature covariance matrix for facial landmark detection. Pattern Recognition Letters . ISSN 0167-8655 (In Press)

Martinez, Brais and Valstar, Michel F. (2015) L 2, 1-based regression and prediction accumulation across views for robust facial landmark detection. Image and Vision Computing . ISSN 0262-8856 (In Press)

Aung, Min S.H., Kaltwang, Sebastian, Romera-Paredes, Bernardino, Martinez, Brais, Singh, Aneesha, Cella, Matteo, Valstar, Michel F., Meng, Hongying, Kemp, Andrew, Shafizadeh, Moshen, Elkins, Aaron, Kanakam, Natalie, Rothschild, Amshal de, Tyler, Nick, Watson, Paul J., Williams, Amanda C. de C., Pantic, Maja and Bianchi-Berthouze, Nadia (2015) The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset. IEEE Transactions on Affective Computing, 99 . pp. 1-18. ISSN 1949-3045

Solomon, Cynthia, Valstar, Michel F., Morriss, Richard K. and Crowe, John (2015) Objective methods for reliable detection of concealed depression. Frontiers in ICT, 2 . 5/1-5/16. ISSN 2297-198X

Solomon, Cynthia, Valstar, Michel F., Morriss, Richard K. and Crowe, John (2015) Objective methods for reliable detection of concealed depression. Frontiers in ICT, 2 (5). ISSN 2297-198X

Conference or Workshop Item

Song, Siyang, Shuimei, Zhang, Schuller, Björn, Shen, Linlin and Valstar, Michel F. (2018) Noise invariant frame selection: a simple method to address the background noise problem for text-independent speaker verification. In: International Joint Conference on Neural Networks 2018, 8-13 July 2018, Rio de Janeiro, Brazil. (In Press)

Vinkemeier, Doratha, Valstar, Michel F. and Gratch, Jonathan (2018) Predicting folds in poker using action unit detectors and decision trees. In: 13th IEEE International Conference on Face and Gesture Recognition (FG 2018), 15-19 May, Xi'an, China.

Song, Siyang, Shen, Linlin and Valstar, Michel F. (2018) Human behaviour-based automatic depression analysis using hand-crafted statistics and deep learned spectral features. In: 13th IEEE International Conference on Face and Gesture Recognition (FG 2018), 15-19 May, Xi'an, China.

Cafaro, Angelo, Wagner, Johannes, Baur, Tobias, Dermouche, Soumia, Torres, Mercedes Torres, Pelachaud, Catherine, André, Elisabeth and Valstar, Michel F. (2017) The NoXi database: multimodal recordings of mediated novice-expert interactions. In: 19th ACM International Conference on Multimodal Interaction, 13-17 November 2017, Glasgow, Scotland.

Jaiswal, Shashank, Valstar, Michel F., Gillott, Alinda and Daley, David (2017) Automatic detection of ADHD and ASD from expressive behaviour in RGBD data. In: 12th IEEE International Conference on Face and Gesture Recognition (FG 2017), 30 May - 3 June 2017, Washington, DC, USA. (In Press)

Egede, Joy Onyekachukwu, Valstar, Michel F. and Martinez, Brais (2017) Fusing deep learned and hand-crafted features of appearance, shape, and dynamics for automatic pain estimation. In: 12th IEEE Conference on Face and Gesture Recognition (FG 2017), 30 May-3 June 2017, Washington, D.C., U.S.A..

Torres Torres, Mercedes, Valstar, Michel F., Henry, Caroline, Ward, Carole and Sharkey, Don (2017) Small sample deep learning for newborn gestational age estimation. In: 12th IEEE International Conference on Face and Gesture Recognition (FG 2017), 30 May - 3 June 2017, Washington, DC, USA. (In Press)

Valstar, Michel F., Baur, Tobias, Cafaro, Angelo, Ghitulescu, Alexandru, Potard, Blaise, Wagner, Johannes, André, Elisabeth, Durieu, Laurent, Aylett, Matthew, Dermouche, Soumia, Pelachaud, Catherine, Coutinho, Eduardo, Schuller, Björn, Zhang, Yue, Heylen, Dirk, Theune, Mariët and Waterschoot, Jelte van (2016) Ask Alice: an artificial retrieval of information agent. In: 18th ACM International Conference on Multimodal Interaction (ICMI 2016), 12-16 Nov 2016, Tokyo, Japan.

Valstar, Michel F., Gratch, Jonathan, Schuller, Björn, Ringeval, Fabien, Lalanne, Denis, Torres, Mercedes Torres, Scherer, Stefan, Stratou, Giota, Cowie, Roddy and Pantic, Maja (2016) AVEC 2016 – Depression, mood, and emotion recognition workshop and challenge. In: Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 16 Oct 2016, Amsterdam, Netherlands.

Sánchez Lozano, Enrique, Martinez, Brais, Tzimiropoulos, Georgios and Valstar, Michel F. (2016) Cascaded continuous regression for real-time incremental face tracking. In: 14th European Conference on Computer Vision (EECV 2016), 8-16 October 2016, Amsterdam, Netherlands.

Zhu, Wenjue, Chowanda, Andry and Valstar, Michel F. (2016) Topic switch models for dialogue management in virtual humans. In: 16th International Conference on Intelligent Virtual Agents (IVA 2016), 20-23 Sept, 2016, Los Angeles, California, USA.

Jaiswal, Shashank and Valstar, Michel F. (2016) Deep learning the dynamic appearance and shape of facial action units. In: Winter Conference on Applications of Computer Vision (WACV), 7-9 March 2016, Lake Placid, USA. (In Press)

Almaev, Timur, Martinez, Brais and Valstar, Michel F. (2015) Learning to transfer: transferring latent task structures and its application to person-specific facial action unit detection. In: ICCV15, International Conference on Computer Vision, 11-18 Dec 2015, Santiago, Chile.

Wang, Xiaomeng, Valstar, Michel F., Martinez, Brais, Khan, Muhammad Haris and Pridmore, Tony (2015) TRIC-track: tracking by regression with incrementally learned cascades. In: International Conference on Computer Vision (ICCV15), 11-18 December 2015, Santiago, Chile.

Chowanda, Andry, Blanchfield, Peter, Flintham, Martin D. and Valstar, Michel F. (2015) Play SMILE Game with ERiSA: a user study on game companions. In: Workshop on Engagement in Social Intelligent Virtual Agents (ESIVA 2015), 25 Aug 2015, Delft, Netherlands.

Wilson, Max L., Ali, Susan Abubakir and Valstar, Michel F. (2014) Finding information about mental health in microblogging platforms: a Case study of depression. In: 5th Information Interaction in Context Symposium (IIiX'14), 26-29 August 2014, Regensburg, Germany.