2023
- S. Bakas, Y.Panagakis, D. Adamos, N.Laskaris and S.Zafeiriou, "BrainWave-Scattering Net: a lightweight network for
EEG-based motor imagery recognition", Journal of Neural Engineering, 20 056014, 2023.
- K. Barmpas, Y.Panagakis, S. Bakas, D. Adamos, N.Laskaris and S.Zafeiriou, "Improving Generalization of CNN-based Motor-Imagery EEG Decoders via Dynamic Convolutions", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol.31, pp. 1997-2005, 2023.
2010
- S.Nikolopoulos, S.Zafeiriou, N.Nikolaidis and I.Pitas, "Image replica detection system utilizing R-trees and linear discriminant analysis", Pattern Recognition, vol. 43, no 3, pp. 636-649, March, 2010.
2009
- I.Kotsia, S.Zafeiriou and I.Pitas, "A Novel Class of Multiclass Classifiers based on the Minimization of Within-Class-Variance", IEEE Transactions on Neural Networks, January, 2009.
2008
- I.Kotsia, S.Zafeiriou and I.Pitas, "Texture and Shape Information Fusion for Facial Expression and Facial Action Unit Recognition", Elsevier Pattern Recognition journal, special issue on Feature Generation and Machine Learning for Robust Multimodal Biometrics, vol. 4, no. 3, pp. 834-851, March, 2008 (Special Issue on Machine Learning Techniques for Multimodal Biometrics).
- S.Nikitidis, S.Zafeiriou and I.Pitas, "Camera Motion Estimation Using a Novel Online Vector Field Model in Particle Filters", IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 8, pp. 1028-1039, August, 2008.
- S.Zafeiriou and I.Pitas, "Discriminant Graph Structures for Facial Expression Recognition", IEEE Transactions on Multimedia, November, 2008.
2007
- G.Goudelis, S.Zafeiriou, A.Tefas and I.Pitas, "Class-Specific Kernel Discriminant Analysis for Face Verification", IEEE Transactions on Information Forensics and Security, vol. 2, no. 3, part 2, pp. 570-587, September, 2007 (Special issue on Human Detection and Recognition).
- I.Kotsia, S.Zafeiriou and I.Pitas, "A Novel Discriminant Non-negative Matrix Factorization Algorithm with Applications to Facial Image Characterization Problems", IEEE Transaction on Forensics and Security, vol. 2, no. 3, part 2, pp. 588-595, September, 2007 (Special issue on Human Detection and
Recognition).
- S.Zafeiriou, A.Tefas and I.Pitas, "The discriminant elastic graph matching algorithm applied to frontal face verification", Pattern Recognition, vol. 40, no. 10, pp. 2798-2810, October, 2007.
- S.Zafeiriou, A.Tefas and I.Pitas, "Learning Discriminant Person-Specific Facial Models Using Expandable Graphs", IEEE Transactions on Information Forensics and Security, vol. 2, no. 1, pp. 55-68, March, 2007.
- S.Zafeiriou, A.Tefas and I.Pitas, "Minimum Class Variance Support Vector Machines", IEEE Transactions on Image Processing, vol. 16, no. 10, pp. 2551-2564, October, 2007.
2006
- S.Zafeiriou, A.Tefas, I.Buciu and I.Pitas, "Exploiting Discriminant Information in Non-negative Matrix Factorization with application to Frontal Face Verification", IEEE Transactions on Neural Networks, vol. 17, no. 3, pp. 683-695, May, 2006.
2005
- S.Zafeiriou, A.Tefas and I.Pitas, "Blind Robust Watermarking Schemes for Copyright Protection of 3D Mesh Objects", IEEE Transactions on Visualization and Computer Graphics, vol. 11, no. 5, pp 596-607, September-October, 2005.
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