Dimitrios Hatzinakos

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 58

Top Venues

CCECE

ICASSP

IEEE Trans. Inf. Forensics Secur.

CoRR

Publications

Kai Wang, Dimitrios Hatzinakos
MOMA: Mixture-of-Modality-Adaptations for Transferring Knowledge from Image Models Towards Efficient Audio-Visual Action Recognition. ICASSP (2024)
Alireza Esmaeilzehi, Ensieh Khazaei, Kai Wang, Navjot Kaur Kalsi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Dimitrios Hatzinakos, Konstantinos N. Plataniotis
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments. Pattern Recognit. Lett. 184 (2024)
Yuxin Zhi, Bilal Taha, Dimitrios Hatzinakos
Investigating Bias in Affective State Detection Using Eye Biometrics (short paper). ML4CMH@AAAI (2024)
Kai Wang, Shijian Deng, Jing Shi, Dimitrios Hatzinakos, Yapeng Tian
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation. CoRR (2024)
Ensieh Khazaei, Alireza Esmaeilzehi, Bilal Taha, Dimitrios Hatzinakos
CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering. CoRR (2024)
Fatemeh Sadat Mousavi, Alireza Esmaeilzehi, Dimitrios Hatzinakos
Development of an Efficient ECG and PPG Signal Processing-based Spoof Detection System using Convolutional Neural Networks. CCECE (2023)
Bilal Taha, Dae Yon Hwang, Dimitrios Hatzinakos
EEG Emotion Recognition Via Ensemble Learning Representations. ICASSP (2023)
Alireza Esmaeilzehi, Hossein Zaredar, Dimitrios Hatzinakos, M. Omair Ahmad
DPAN: A Deep Light-Weight Attention-Based Image Super Resolution Network Using Multi-Dimensional Filter Design Technique. IEEE Signal Process. Lett. 30 (2023)
Bilal Taha, Sherif Nagib Abbas Seha, Dae Yon Hwang, Dimitrios Hatzinakos
EyeDrive: A Deep Learning Model for Continuous Driver Authentication. IEEE J. Sel. Top. Signal Process. 17 (3) (2023)
Kai Wang, Dimitrios Hatzinakos
SEformer: Dual-Path Conformer Neural Network is a Good Speech Denoiser. APSIPA ASC (2023)
Lili Zhu, Petros Spachos, Pai Chet Ng, Yuanhao Yu, Yang Wang, Konstantinos N. Plataniotis, Dimitrios Hatzinakos
Stress Detection Through Wrist-Based Electrodermal Activity Monitoring and Machine Learning. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Dae Yon Hwang, Bilal Taha, Dimitrios Hatzinakos
A New Score Level Fusion Approach for Stable User Verification System Using the PPG Signal. J. Signal Process. Syst. 94 (8) (2022)
Lili Zhu, Pai Chet Ng, Yuanhao Yu, Yang Wang, Petros Spachos, Dimitrios Hatzinakos, Konstantinos N. Plataniotis
Feasibility Study of Stress Detection with Machine Learning through EDA from Wearable Devices. ICC (2022)
Dae Yon Hwang, Pai Chet Ng, Yuanhao Yu, Yang Wang, Petros Spachos, Dimitrios Hatzinakos, Konstantinos N. Plataniotis
Hierarchical Deep Learning Model with Inertial and Physiological Sensors Fusion for Wearable-Based Human Activity Recognition. ICASSP (2022)
Sherif Nagib Abbas Seha, Dimitrios Hatzinakos
A new training approach for deep learning in EEG biometrics using triplet loss and EMG-driven additive data augmentation. Neurocomputing 488 (2022)
Tina Behrouzi, Dimitrios Hatzinakos
Graph variational auto-encoder for deriving EEG-based graph embedding. Pattern Recognit. 121 (2022)
Enes Sinan Parildi, Dimitrios Hatzinakos, Yuri Lawryshyn
Deep learning-aided runtime opcode-based Windows malware detection. Neural Comput. Appl. 33 (18) (2021)
Dae Yon Hwang, Bilal Taha, Dimitrios Hatzinakos
PBGAN: Learning PPG Representations From GAN for Time-Stable and Unique Verification System. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Sherif Nagib Abbas Seha, Dimitrios Hatzinakos
Longitudinal Assessment of EEG Biometrics under Auditory Stimulation: A Deep Learning Approach. EUSIPCO (2021)
Bilal Taha, Megan Kirk, Paul Ritvo, Dimitrios Hatzinakos
Detection of Post-Traumatic Stress Disorder Using Learned Time-Frequency Representations from Pupillometry. ICASSP (2021)
Dae Yon Hwang, Bilal Taha, Da Saem Lee, Dimitrios Hatzinakos
Evaluation of the Time Stability and Uniqueness in PPG-Based Biometric System. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Dae Yon Hwang, Bilal Taha, Dimitrios Hatzinakos
Variation-Stable Fusion for PPG-Based Biometric System. ICASSP (2021)
Tina Behrouzi, Dimitrios Hatzinakos
Understanding Power of Graph Convolutional Neural Network on Discriminating Human EEG Signal. CCECE (2021)
Sherif Nagib Abbas Seha, Dimitrios Hatzinakos, Ali Shahidi Zandi, Felix J. E. Comeau
Improving eye movement biometrics in low frame rate eye-tracking devices using periocular and eye blinking features. Image Vis. Comput. 108 (2021)
Majid Komeili, Narges Armanfard, Dimitrios Hatzinakos
Multiview Feature Selection for Single-View Classification. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Sonam Devgan Kaul, V. Kumar Murty, Dimitrios Hatzinakos
Secure and Privacy preserving Biometric based User Authentication with Data Access Control System in the Healthcare Environment. CW (2020)
Sherif Nagib Abbas Seha, Dimitrios Hatzinakos
EEG-Based Human Recognition Using Steady-State AEPs and Subject-Unique Spatial Filters. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Sonam Devgan Kaul, Dimitrios Hatzinakos
Intelligent and secure RFID multilevel fuzzy inference system for client to banker profiling. J. Intell. Fuzzy Syst. 39 (3) (2020)
Sonam Devgan Kaul, Dimitrios Hatzinakos
Intelligent RFID biometric enabled dual security lock in the banking environment. J. Bank. Financial Technol. 4 (2) (2020)
Bilal Taha, Munawar Hayat, Stefano Berretti, Dimitrios Hatzinakos, Naoufel Werghi
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. IEEE Trans. Circuits Syst. Video Technol. 30 (9) (2020)
Jin Sung Kang, Yuri Lawryshyn, Dimitrios Hatzinakos
Neural Network Architecture and Transient Evoked Otoacoustic Emission (TEOAE) Biometrics for Identification and Verification. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Bilal Taha, Dimitrios Hatzinakos
Emotion Recognition from 2D Facial Expressions. CCECE (2019)
Sherif Nagib Abbas Seha, Georgios Papangelakis, Dimitrios Hatzinakos, Ali Shahidi Zandi, Felix J. E. Comeau
Improving Eye Movement Biometrics Using Remote Registration of Eye Blinking Patterns. ICASSP (2019)
Ramesh Basnet, Mohammad Tariqul Islam, Tamanna Howlader, S. M. Mahbubur Rahman, Dimitrios Hatzinakos
Estimation of affective dimensions using CNN-based features of audiovisual data. Pattern Recognit. Lett. 128 (2019)
Sonam Devgan Kaul, Dimitrios Hatzinakos
Learning Automata Based Secure Multi Agent RFID Authentication System. ICCCNT (2019)
Sherif Nagib Abbas Seha, Dimitrios Hatzinakos
A New Approach for EEG-Based Biometric Authentication Using Auditory Stimulation. ICB (2019)
Dae Yon Hwang, Dimitrios Hatzinakos
PPG-based Personalized Verification System. CCECE (2019)
Sahar Javaher Haghighi, Majid Komeili, Dimitrios Hatzinakos, Hossam El Beheiry
40-Hz ASSR for Measuring Depth of Anaesthesia During Induction Phase. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Sadman Sakib Enan, S. M. Mahbubur Rahman, Samiul Haque, Tamanna Howlader, Dimitrios Hatzinakos
Object Labeling in 3D from Multi-view Scenes Using Gaussian-Hermite Moment-Based Depth Map. CVIP (2) (2018)
Majid Komeili, Narges Armanfard, Dimitrios Hatzinakos
Liveness Detection and Automatic Template Updating Using Fusion of ECG and Fingerprint. IEEE Trans. Inf. Forensics Secur. 13 (7) (2018)
Sheikh Mridula Koyshi, S. M. Mahbubur Rahman, Tamanna Howlader, Dimitrios Hatzinakos
Discrimination Power of Body Parts in Person Re-identification: An Evaluation by Histogram Based Warping Function. SMC (2018)
Majid Komeili, Wael Louis, Narges Armanfard, Dimitrios Hatzinakos
Feature Selection for Nonstationary Data: Application to Human Recognition Using Medical Biometrics. IEEE Trans. Cybern. 48 (5) (2018)
Sherif Nagib Abbas Seha, Dimitrios Hatzinakos
Human recognition using transient auditory evoked potentials: a preliminary study. IET Biom. 7 (3) (2018)
Umang Yadav, Sherif N. Abbas, Dimitrios Hatzinakos
Evaluation of PPG Biometrics for Authentication in Different States. ICB (2018)
Ramesh Basnet, Mohammad Tariqul Islam, Tamanna Howlader, S. M. Mahbubur Rahman, Dimitrios Hatzinakos
Statistical Selection of CNN-Based Audiovisual Features for Instantaneous Estimation of Human Emotional States. CoRR (2017)
Wael Louis, Shahad Abdulnour, Sahar Javaher Haghighi, Dimitrios Hatzinakos
On biometric systems: electrocardiogram Gaussianity and data synthesis. EURASIP J. Bioinform. Syst. Biol. 2017 (2017)
Mohaiminul Al Nahian, A. S. M. Iftekhar, Mohammad Tariqul Islam, S. M. Mahbubur Rahman, Dimitrios Hatzinakos
CNN-Based Prediction of Frame-Level Shot Importance for Video Summarization. CoRR (2017)
Umang Yadav, Sherif N. Abbas, Dimitrios Hatzinakos
Evaluation of PPG Biometrics for Authentication in different states. CoRR (2017)
Majid Komeili, Wael Louis, Narges Armanfard, Dimitrios Hatzinakos
On evaluating human recognition using electrocardiogram signals: From rest to exercise. CCECE (2016)
Samiul Haque, S. M. Mahbubur Rahman, Dimitrios Hatzinakos
Gaussian-Hermite moment-based depth estimation from single still image for stereo vision. J. Vis. Commun. Image Represent. 41 (2016)
Wael Louis, Majid Komeili, Dimitrios Hatzinakos
Continuous Authentication Using One-Dimensional Multi-Resolution Local Binary Patterns (1DMRLBP) in ECG Biometrics. IEEE Trans. Inf. Forensics Secur. 11 (12) (2016)
Sahar Javaher Haghighi, Wael Louis, Dimitrios Hatzinakos, Hossam El Beheiry
An adaptive multi-level wavelet denoising method for 40-Hz ASSR. ICASSP (2016)
Wael Louis, Dimitrios Hatzinakos
Enhanced binary patterns for electrocardiogram (ECG) biometrics. CCECE (2016)
Sahar Javaher Haghighi, Majid Komeili, Dimitrios Hatzinakos
Predicting the depth of anaesthesia with 40-Hz ASSR. CCECE (2016)
Saif Muhammad Imran, S. M. Mahbubur Rahman, Dimitrios Hatzinakos
Differential components of discriminative 2D Gaussian-Hermite moments for recognition of facial expressions. Pattern Recognit. 56 (2016)
Wael Louis, Majid Komeili, Dimitrios Hatzinakos
Real-time heartbeat outlier removal in electrocardiogram (ECG) biometrie system. CCECE (2016)
Sahar Javaher Haghighi, Dimitrios Hatzinakos
40-Hz ASSR depth of anaesthesia index. EUSIPCO (2016)
S. M. Mahbubur Rahman, Tamanna Howlader, Dimitrios Hatzinakos
On the selection of 2D Krawtchouk moments for face recognition. Pattern Recognit. 54 (2016)
Petros Spachos, Dimitris Toumpakaris, Dimitrios Hatzinakos
QoS and energy-aware dynamic routing in Wireless Multimedia Sensor Networks. ICC (2015)
Gulzar A. Khuwaja, Sahar Javaher Haghighi, Dimitrios Hatzinakos
40-Hz ASSR fusion classification system for observing sleep patterns. EURASIP J. Bioinform. Syst. Biol. 2015 (2015)
Saeid Wahabi, Shahrzad Pouryayevali, Dimitrios Hatzinakos
Posture-invariant ECG recognition with posture detection. ICASSP (2015)
Sahar Javaher Haghighi, Dimitrios Hatzinakos, Hossam El Beheiry
The effect of Propofol induced anesthesia on human 40-Hz auditory steady state response. CCECE (2015)
Petros Spachos, Dimitrios Hatzinakos
Self-Powered Wireless Sensor Network for Environmental Monitoring. GLOBECOM Workshops (2015)
Majid Komeili, Narges Armanfard, Dimitrios Hatzinakos, Anastasios N. Venetsanopoulos
Feature selection from multisession electrocardiogram signals for identity verification. CCECE (2015)
Yuxi Liu, Dimitrios Hatzinakos
Earprint: Transient Evoked Otoacoustic Emission for Biometrics. IEEE Trans. Inf. Forensics Secur. 9 (12) (2014)
Peter Sam Raj, Sukanya Sonowal, Dimitrios Hatzinakos
Non-negative sparse coding based scalable access control using fingertip ECG. IJCB (2014)
Petros Spachos, Periklis Chatzimisios, Dimitrios Hatzinakos
Evaluating the impact of next node selection criteria on Quality of Service dynamic routing. ICC (2014)
Gagan Goel, Dimitrios Hatzinakos
Ensemble Empirical Mode Decomposition for time series prediction in wireless sensor networks. ICNC (2014)
Sahar Javaher Haghigih, Dimitrios Hatzinakos
Monitoring sleep with 40-Hz ASSR. EUSIPCO (2014)
Peter Sam Raj, Dimitrios Hatzinakos
Feasibility of single-arm single-lead ECG biometrics. EUSIPCO (2014)
Wael Louis, Dimitrios Hatzinakos, Anastasios N. Venetsanopoulos
One dimensional multi-resolution Local Binary Patterns features (1DMRLBP) for regular electrocardiogram (ECG) waveform detection. DSP (2014)
Petros Spachos, Dimitrios Hatzinakos
Energy Conserving Opportunistic Routing for self-powered wireless sensor networks. INFOCOM Workshops (2014)
Saeid Wahabi, Shahrzad Pouryayevali, Siddarth Hari, Dimitrios Hatzinakos
On Evaluating ECG Biometric Systems: Session-Dependence and Body Posture. IEEE Trans. Inf. Forensics Secur. 9 (11) (2014)
Gagan Goel, Scott H. Melvin, Yves Lostanlen, Dimitrios Hatzinakos
Connectivity analysis of indoor wireless sensor networks using realistic propagation models. MSWiM (2014)
Petros Spachos, Dimitris Toumpakaris, Dimitrios Hatzinakos
Angle-Based Dynamic Routing Scheme for Source Location Privacy in Wireless Sensor Networks. VTC Spring (2014)
Petros Spachos, Dimitrios Hatzinakos
Poster: cognitive networking in a self-powered wireless sensor network testbed. MobiCom (2014)
Petros Spachos, Dimitrios Hatzinakos
Poster - SEA-OR: spectrum and energy aware opportunistic routing for self-powered wireless sensor networks. MobiCom (2014)
Yuxi Liu, Dimitrios Hatzinakos
Robust identity verification based on human acoustic signature with BioHashing. CCECE (2014)
Petros Spachos, Angelos K. Marnerides, Dimitrios Hatzinakos
Content Relevance Opportunistic Routing for Wireless Multimedia Sensor Networks. INFOCOM Workshops (2014)
Shahrzad Pouryayevali, Saeid Wahabi, Siddarth Hari, Dimitrios Hatzinakos
On establishing evaluation standards for ECG biometrics. ICASSP (2014)
Yuxi Liu, Dimitrios Hatzinakos
Human acoustic fingerprints: A novel biometric modality for mobile security. ICASSP (2014)
Jiexin Gao, Sahar Javaher Haghighi, Dimitrios Hatzinakos
Reference empirical mode decomposition. CCECE (2014)
Hoda Mohammadzade, Dimitrios Hatzinakos
Projection into Expression Subspaces for Face Recognition from Single Sample per Person. IEEE Trans. Affect. Comput. 4 (1) (2013)
Siddarth Hari, Foteini Agrafioti, Dimitrios Hatzinakos
Design of a Hamming-distance classifier for ECG biometrics. ICASSP (2013)
Hoda Mohammadzade, Dimitrios Hatzinakos
Iterative Closest Normal Point for 3D Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35 (2) (2013)
Yuxi Liu, Dimitrios Hatzinakos
Biometric identification based on Transient Evoked Otoacoustic Emission. ISSPIT (2013)
Petros Spachos, Periklis Chatzimisios, Dimitrios Hatzinakos
Cognitive networking with opportunistic routing in Wireless Sensor Networks. ICC (2013)
Petros Spachos, Dimitrios Hatzinakos
Data relevance dynamic routing protocol for Wireless Visual Sensor Networks. DSP (2013)
Petros Spachos, Periklis Chatzimisios, Dimitrios Hatzinakos
Energy Efficient Cognitive Unicast Routing for Wireless Sensor Networks. VTC Spring (2013)
Petros Spachos, Liang Song, Dimitrios Hatzinakos
Prototypes of opportunistic Wireless Sensor Networks supporting indoor air quality monitoring. CCNC (2013)
Foteini Agrafioti, Francis Minhthang Bui, Dimitrios Hatzinakos
Secure Telemedicine: Biometrics for Remote and Continuous Patient Verification. J. Comput. Networks Commun. 2012 (2012)
Chen Xing Zhao, Tom Wysocki, Foteini Agrafioti, Dimitrios Hatzinakos
Securing handheld devices and fingerprint readers with ECG biometrics. BTAS (2012)
Foteini Agrafioti, Dimitrios Hatzinakos, Adam K. Anderson
ECG Pattern Analysis for Emotion Detection. IEEE Trans. Affect. Comput. 3 (1) (2012)
Petros Spachos, Liang Song, Dimitrios Hatzinakos
Opportunistic multihop wireless communications with calibrated channel model. ICC (2012)
Jiexin Gao, Foteini Agrafioti, Siyuan Wang, Dimitrios Hatzinakos
Transient Otoacoustic Emissions for biometric recognition. ICASSP (2012)
Petros Spachos, Periklis Chatzimisios, Dimitrios Hatzinakos
Energy Aware Opportunistic Routing in Wireless Sensor Networks. GLOBECOM Workshops (2012)
Tahir Amin, Dimitrios Hatzinakos
Determinants in human gait recognition. CCECE (2012)
Masoud Mohammadian, Dimitrios Hatzinakos, Petros Spachos
Computational Intelligence for User and Data Classification in Hospital Software Development. AIAI (2) (2012)
Foteini Agrafioti, Dimitrios Hatzinakos, Francis Minhthang Bui
Cardiac biometric security in welfare monitoring. ICASSP (2012)
Jiexin Gao, Dimitrios Hatzinakos
Effect of initial phase in two tone separation using empirical mode decomposition. ICASSP (2012)

Dimitrios Hatzinakos.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Dimitrios Hatzinakos