Konstantinos N. Plataniotis

Research interests

Publications

• COVID-CT-MD, COVID-19 computed tomography scan dataset applicable in machine learning and deep learning

  Scientific Data · 2021 · https://doi.org/10.1038/s41597-021-00900-3

• Deep learning and machine vision for food processing: A survey

  Current Research in Food Science · 2021 · https://doi.org/10.1016/j.crfs.2021.03.009

• PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition

  IEEE Transactions on Information Forensics and Security · 2019 · https://doi.org/10.1109/tifs.2019.2911165

• Capsule Networks for Brain Tumor Classification Based on MRI Images and Coarse Tumor Boundaries

  Journal · 2019 · https://doi.org/10.1109/icassp.2019.8683759

• Separable Common Spatio-Spectral Patterns for Motor Imagery BCI Systems

  IEEE Transactions on Biomedical Engineering · 2015 · https://doi.org/10.1109/tbme.2015.2487738

• Color Local Texture Features for Color Face Recognition

  IEEE Transactions on Image Processing · 2011 · https://doi.org/10.1109/tip.2011.2168413

• Local Color Vector Binary Patterns From Multichannel Face Images for Face Recognition

  IEEE Transactions on Image Processing · 2011 · https://doi.org/10.1109/tip.2011.2181526

• A survey of multilinear subspace learning for tensor data

  Pattern Recognition · 2011 · https://doi.org/10.1016/j.patcog.2011.01.004

• Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting

  IEEE Transactions on Biomedical Engineering · 2010 · https://doi.org/10.1109/tbme.2010.2082540

• MPCA: Multilinear Principal Component Analysis of Tensor Objects

  IEEE Transactions on Neural Networks · 2008 · https://doi.org/10.1109/tnn.2007.901277

• Analysis of Human Electrocardiogram for Biometric Recognition

  EURASIP Journal on Advances in Signal Processing · 2007 · https://doi.org/10.1155/2008/148658

• Kernel-Based Positioning in Wireless Local Area Networks

  IEEE Transactions on Mobile Computing · 2007 · https://doi.org/10.1109/tmc.2007.1017

• Ensemble-based discriminant learning with boosting for face recognition

  IEEE Transactions on Neural Networks · 2006 · https://doi.org/10.1109/tnn.2005.860853

• ECG Biometric Recognition Without Fiducial Detection

  Journal · 2006 · https://doi.org/10.1109/bcc.2006.4341628

• Gait recognition: a challenging signal processing technology for biometric identification

  IEEE Signal Processing Magazine · 2005 · https://doi.org/10.1109/msp.2005.1550191

• Bit-level based secret sharing for image encryption

  Pattern Recognition · 2005 · https://doi.org/10.1016/j.patcog.2004.11.010

• Vector filtering for color imaging

  IEEE Signal Processing Magazine · 2005 · https://doi.org/10.1109/msp.2005.1407717

• Color filter arrays: design and performance analysis

  IEEE Transactions on Consumer Electronics · 2005 · https://doi.org/10.1109/tce.2005.1561853

• Regularization studies of linear discriminant analysis in small sample size scenarios with application to face recognition

  Pattern Recognition Letters · 2004 · https://doi.org/10.1016/j.patrec.2004.09.014

• Face recognition using LDA-based algorithms

  IEEE Transactions on Neural Networks · 2003 · https://doi.org/10.1109/tnn.2002.806647

• Regularized discriminant analysis for the small sample size problem in face recognition

  Pattern Recognition Letters · 2003 · https://doi.org/10.1016/s0167-8655(03)00167-3

• Face recognition using kernel direct discriminant analysis algorithms

  IEEE Transactions on Neural Networks · 2003 · https://doi.org/10.1109/tnn.2002.806629

• Color Image Processing and Applications

  Digital signal processing · 2000 · https://doi.org/10.1007/978-3-662-04186-4

• Adaptive fuzzy systems for multichannel signal processing

  Proceedings of the IEEE · 1999 · https://doi.org/10.1109/5.784243

Current projects

No projects listed.