Matthew Pediaditis

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 28

Top Topics

Automatic Assessment

Real World Conditions

Robot Navigation

Top Venues

Publications

Nikolaos Haliasos, Matthew Pediaditis, Dimitrios Giakoumettis, Cleanthe Spanaki, Antonis Vakis, Vangelis Sakkalis
Predicting impact of Deep Brain Stimulation on Non-motor symptoms of Parkinson's disease. EMBC (2023)
Cristina Farmaki, Nikolaos Zacharioudakis, Matthew Pediaditis, Myrto Krana, Vangelis Sakkalis
Application of dry EEG electrodes on low-cost SSVEP-based BCI for robot navigation. IST (2022)
Cristina Farmaki, Matthew Pediaditis, Vangelis Sakkalis
Interfacing Brain with Assistive Devices and Reality . ERCIM News 2022 (130) (2022)
Matthew Pediaditis, Cristina Farmaki, Sophia Schiza, Nikolaos Tzanakis, Emmanouil Galanakis, Vangelis Sakkalis
Contactless respiratory rate estimation from video in a real-life clinical environment using Eulerian magnification and 3D CNNs. IST (2022)
Maria Samara, Cristina Farmaki, Nikolaos Zacharioudakis, Matthew Pediaditis, Myrto Krana, Vangelis Sakkalis
Comparison between dry and wet EEG electrodes in an SSVEP-based BCI for robot navigation. BIBE (2022)
Marios Antonakakis, Konstantinos Politof, Georgios A. Klados, Glykeria Sdoukopoulou, Sophia Schiza, Maria Papadogiorgaki, Christina Farmaki, Matthew Pediaditis, Michalis E. Zervakis, Vangelis Sakkalis
A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination. BIBE (2021)
Matthew Pediaditis, Emmanouil Spanakis, Giannis Zacharakis, Vangelis Sakkalis
Cuff-less blood pressure estimation using wrist photoplethysmography. EMBC (2021)
Myrto Krana, Cristina Farmaki, Matthew Pediaditis, Vangelis Sakkalis
. EMBC (2021)
Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Peter Hilfiker, Thomas Grunwald, Marcellina Häberlin, Lukas Imbach, Carl Muroi, Christian Strässle, Emanuela Keller, Maria Gabrani
Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video Recordings. AMIA (2020)
Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Maria Gabrani
Personalized Assessment of Arousal and Valence from Videos. ICHI (2020)
Anastasia Pampouchidou, Matthew Pediaditis, Eleni Kazantzaki, Stelios Sfakianakis, I. A. Apostolaki, K. Argyraki, Dimitris Manousos, Fabrice Mériaudeau, Kostas Marias, F. Yang, Manolis Tsiknakis, Maria Basta, Alexandros N. Vgontzas, Panagiotis G. Simos
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation. Mach. Vis. Appl. 31 (4) (2020)
Vangelis Sakkalis, Matthew Pediaditis, Stelios Sfakianakis
. IST (2019)
Cristina Farmaki, Myrto Krana, Matthew Pediaditis, Emmanouil Spanakis, Vangelis Sakkalis
Single-Channel SSVEP-Based BCI for Robotic Car Navigation in Real World Conditions. BIBE (2019)
Anastasia Pampouchidou, Panagiotis G. Simos, Kostas Marias, Fabrice Mériaudeau, Fan Yang, Matthew Pediaditis, Manolis Tsiknakis
Automatic Assessment of Depression Based on Visual Cues: A Systematic Review. IEEE Trans. Affect. Comput. 10 (4) (2019)
Pushpak Pati, Sonali Andani, Matthew Pediaditis, Matheus Palhares Viana, Jan Hendrik Rüschoff, Peter Wild, Maria Gabrani
Deep positive-unlabeled learning for region of interest localization in breast tissue images. Medical Imaging: Digital Pathology (2018)
Pedro Henríquez, Bogdan J. Matuszewski, Yasmina Andreu, Luca Bastiani, Sara Colantonio, Giuseppe Coppini, Mario D'Acunto, Riccardo Favilla, Danila Germanese, Daniela Giorgi, Paolo Marraccini, Massimo Martinelli, Maria-Aurora Morales, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti, Marcus Larsson, Tomas Strömberg, Lise Randeberg, Asgeir Bjorgan, Giorgos A. Giannakakis, Matthew Pediaditis, Franco Chiarugi, Eirini Christinaki, Kostas Marias, Manolis Tsiknakis
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. IEEE Trans. Multim. 19 (7) (2017)
Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis G. Simos, Kostas Marias, Fan Yang, Fabrice Mériaudeau
Quantitative comparison of motion history image variants for video-based depression assessment. EURASIP J. Image Video Process. 2017 (2017)
Anastasia Pampouchidou, Olympia Simantiraki, Calliope-Marina Vazakopoulou, Charikleia Chatzaki, Matthew Pediaditis, Anna Maridaki, Kostas Marias, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau, Manolis Tsiknakis
Facial geometry and speech analysis for depression detection. EMBC (2017)
Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
Stress and anxiety detection using facial cues from videos. Biomed. Signal Process. Control. 31 (2017)
Charikleia Chatzaki, Matthew Pediaditis, George Vavoulas, Manolis Tsiknakis
Human Daily Activity and Fall Recognition Using a Smartphone's Acceleration Sensor. ICT4AgeingWell (Selected Papers) (2016)
Giorgos A. Giannakakis, Matthew Pediaditis, George Stavrinidis, George Konstantinidis, Vangelis Kritsotakis, Vassilios D. Tsakanikas, Michael Ligerakis, Vangelis Sakkalis, Pelagia Vorgia, Manolis Tsiknakis
A computational platform for continuous seizure anticipation, monitoring and clinical evaluation. pHealth (2016)
George Vavoulas, Charikleia Chatzaki, Thodoris Malliotakis, Matthew Pediaditis, Manolis Tsiknakis
The MobiAct Dataset: Recognition of Activities of Daily Living using Smartphones. ICT4AgeingWell (2016)
Charikleia Chatzaki, Matthew Pediaditis, George Vavoulas, Manolis Tsiknakis
Estimating normal and abnormal activities using smartphones. pHealth (2016)
Anastasia Pampouchidou, Olympia Simantiraki, Amir Fazlollahi, Matthew Pediaditis, Dimitris Manousos, Alexandros Roniotis, Giorgos A. Giannakakis, Fabrice Mériaudeau, Panagiotis G. Simos, Kostas Marias, Fan Yang, Manolis Tsiknakis
Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. AVEC@ACM Multimedia (2016)
Yasmina Andreu, Franco Chiarugi, Sara Colantonio, Giorgos A. Giannakakis, Daniela Giorgi, Pedro Henríquez, Eleni Kazantzaki, Dimitris Manousos, Kostas Marias, Bogdan J. Matuszewski, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Manolis Tsiknakis
Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. Comput. Vis. Image Underst. 148 (2016)
Yasmina Andreu Cabedo, Pedro Castellano, Sara Colantonio, Giuseppe Coppini, Riccardo Favilla, Danila Germanese, Giorgos A. Giannakakis, Daniela Giorgi, Marcus Larsson, Paolo Marraccini, Massimo Martinelli, Bogdan J. Matuszewski, Matijia Milanic, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Lise Randeberg, Ovidio Salvetti, Tomas Strömberg
Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. ICME (2015)
Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
Extraction of facial features as indicators of stress and anxiety. EMBC (2015)
Sara Colantonio, Danila Germanese, Davide Moroni, Daniela Giorgi, Maria Antonietta Pascali, Marco Righi, Giuseppe Coppini, Maria-Aurora Morales, Franco Chiarugi, Matthew Pediaditis, Marcus Larsson, Tomas Strömberg, Pedro Henríquez, Bogdan J. Matuszewski, Matijia Milanic, Lise Randeberg
Semeoticons - reading the face code of cardio-metabolic risk. IWCIM (2015)
Franco Chiarugi, Galateia Iatraki, Eirini Christinaki, Dimitris Manousos, Giorgos A. Giannakakis, Matthew Pediaditis, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis
Facial Signs and Psycho-physical Status Estimation for Well-being Assessment. HEALTHINF (2014)
Dimitris Manousos, Galateia Iatraki, Eirini Christinaki, Matthew Pediaditis, Franco Chiarugi, Manolis Tsiknakis, Kostas Marias
Contactless detection of facial signs related to stress: A preliminary study. MobiHealth (2014)
Eirini Christinaki, Giorgos A. Giannakakis, Franco Chiarugi, Matthew Pediaditis, Galateia Iatraki, Dimitris Manousos, Kostas Marias, Manolis Tsiknakis
Comparison of blind source separation algorithms for optical heart rate monitoring. MobiHealth (2014)
George Vavoulas, Matthew Pediaditis, Charikleia Chatzaki, Emmanouil Spanakis, Manolis Tsiknakis
The MobiFall Dataset: Fall Detection and Classification with a Smartphone. Int. J. Monit. Surveillance Technol. Res. 2 (1) (2014)
George Vavoulas, Matthew Pediaditis, Emmanouil Spanakis, Manolis Tsiknakis
The MobiFall dataset: An initial evaluation of fall detection algorithms using smartphones. BIBE (2013)
Franco Chiarugi, Eirini Christinaki, Sara Colantonio, Giuseppe Coppini, Paolo Marraccini, Matthew Pediaditis, Ovidio Salvetti, Manolis Tsiknakis
A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management. BIBE (2013)
Giorgos A. Giannakakis, Vangelis Sakkalis, Matthew Pediaditis, Christina Farmaki, Pelagia Vorgia, Manolis Tsiknakis
An approach to absence epileptic seizures detection using Approximate Entropy. EMBC (2013)
Vangelis Sakkalis, Giorgos A. Giannakakis, Christina Farmaki, Abdou Mousas, Matthew Pediaditis, Pelagia Vorgia, Manolis Tsiknakis
Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods. EMBC (2013)
Matthew Pediaditis, Manolis Tsiknakis, Norbert Leitgeb
Vision-based motion detection, analysis and recognition of epileptic seizures - A systematic review. Comput. Methods Programs Biomed. 108 (3) (2012)
Matthew Pediaditis, Manolis Tsiknakis, Lefteris Koumakis, Marianna Karachaliou, Spyridon Voutoufianakis, Pelagia Vorgia
Vision-based absence seizure detection. EMBC (2012)
Matthew Pediaditis, Manolis Tsiknakis, Vangelis Kritsotakis, Spyridon Voutoufianakis, Magdalena Góralczyk, Pelagia Vorgia
Exploiting advanced video analysis technologies for a smart home monitoring platform for epileptic patients: Technological and legal preconditions. TEMU (2012)