Publications

Panagiotis Tzirakis, Athanasios Papaioannou, Alexander Lattas, Michail Tarasiou, Björn Schuller, Stefanos Zafeiriou (2020). Synthesising 3D Facial Motion from" In-the-Wild" Speech. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Baris Gecer, Alexander Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, Stefanos Zafeiriou (2019). Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks. arXiv preprint arXiv:1909.02215.

PG Knoops, A Papaioannou, A Borghi, RW Breakey, AT Wilson, O Jeelani, S Zafeiriou, D Steinbacher, BL Padwa, DJ Dunaway, others (2019). S4B-03 SESSION 4B: ORTHOGNATHIC/TREACHER-COLLINS A MACHINE LEARNING FRAMEWORK FOR AUTOMATED DIAGNOSIS AND COMPUTER-ASSISTED SURGERY PLANNING IN ORTHOGNATHIC SURGERY. Plastic and Reconstructive Surgery–Global Open.

DJ Dunaway, A Papaioannou, A Borghi, L van de Lande, P Knoops, F Angullia, ON Jeelani, S Schievano, S Zafeiriou (2019). S15-01 SESSION 15: PLANNING/IMAGING-PART I STATISTICAL SHAPE MODELING AND RELATED TECHNIQUES AS A METHOD TO AID DIAGNOSIS, PLAN SURGERY AND ASSESS OUTCOME IN CRANIOFACIAL SURGERY.. Plastic and Reconstructive Surgery–Global Open.

LS van de Lande, A Papaioannou, S Zafeiriou, DJ Dunaway (2019). S12-09 SESSION 12: FACIOCRANIOSYNOSTOSIS--PART II A MACHINE LEARNING APPROACH FOR OUTCOME PREDICTION OF MIDFACIAL BIPARTITION DISTRACTION IN APERT PATIENTS. Plastic and Reconstructive Surgery–Global Open.

Lara S van de Lande, Athanasios Papaioannou, David J Dunaway (2019). Geometric morphometrics aided by machine learning in craniofacial surgery. Journal of orthodontics.

Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn Schuller, Irene Kotsia, Stefanos Zafeiriou (2019). Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision.

L Van de Lande, A Papaioannou, R Breakey, S Schievano, D Dunaway (2019). A new 3D statistical model for treacher collins syndrome using machine learning techniques to quantify facial shape differences from the normal. International Journal of Oral and Maxillofacial Surgery.

Paul GM Knoops, Athanasios Papaioannou, Alessandro Borghi, Richard WF Breakey, Alexander T Wilson, Owase Jeelani, Stefanos Zafeiriou, Derek Steinbacher, Bonnie L Padwa, David J Dunaway, others (2019). A machine learning framework for automated diagnosis and computer-assisted planning in plastic and reconstructive surgery. Scientific reports.

Stylianos Moschoglou, Stylianos Ploumpis, Mihalis Nicolaou, Athanasios Papaioannou, Stefanos Zafeiriou (2019). 3dfacegan: Adversarial nets for 3d face representation, generation, and translation. arXiv preprint arXiv:1905.00307.

Athanasios Papaioannou (2017). Component analysis of complex-valued data for machine learning and computer vision tasks.

Athanasios Papaioannou, Epameinondas Antonakos, Stefanos Zafeiriou (2017). Complex representations for learning statistical shape priors. 2017 25th European Signal Processing Conference (EUSIPCO).

Stylianos Moschoglou, Athanasios Papaioannou, Christos Sagonas, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou (2017). Agedb: the first manually collected, in-the-wild age database. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Stefanos Zafeiriou, Dimitrios Kollias, Mihalis A Nicolaou, Athanasios Papaioannou, Guoying Zhao, Irene Kotsia (2017). Aff-wild: Valence and arousal'in-the-wild'challenge. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops.

S Zafeiriou, A Papaioannou, I Kotsia, M Nicolaou, G Zhao (2016). Facial affect. the-wild”: A survey and a new database,” in The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.

Athanasios Papaioannou, Stefanos Zafeiriou (2013). Principal component analysis with complex kernel: The widely linear model. IEEE Transactions on Neural networks and Learning systems.

Constantine Kotropoulos, Athanasios Papaioannou (2006). A novel updating scheme for probabilistic latent semantic indexing.