Dimitrios Hatzinakos
University of Toronto
H-index: 57
North America-Canada
Top articles of Dimitrios Hatzinakos
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
MOMA: Mixture-of-Modality-Adaptations for Transferring Knowledge from Image Models Towards Efficient Audio-Visual Action Recognition | Kai Wang Dimitrios Hatzinakos | 2024/4/14 | |
Investigating Bias in Affective State Detection Using Eye Biometrics | Yuxin Zhi Bilal Taha Dimitrios Hatzinakos | 2024 | |
Eyedrive: A deep learning model for continuous driver authentication | IEEE Journal of Selected Topics in Signal Processing | Bilal Taha Sherif Nagib Abbas Seha Dae Yon Hwang Dimitrios Hatzinakos | 2023/1/9 |
SEformer: Dual-Path Conformer Neural Network is a Good Speech Denoiser | Kai Wang Dimitrios Hatzinakos | 2023/10/31 | |
DPAN: A Deep Light-weight Attention-based Image Super Resolution Network using Multi-dimensional Filter Design Technique | IEEE Signal Processing Letters | Alireza Esmaeilzehi Hossein Zaredar Dimitrios Hatzinakos M Omair Ahmad | 2023/10/20 |
Development of an Efficient ECG and PPG Signal Processing-based Spoof Detection System using Convolutional Neural Networks | Fatemeh Sadat Mousavi Alireza Esmaeilzehi Dimitrios Hatzinakos | 2023/9/24 | |
Eeg Emotion Recognition Via Ensemble Learning Representations | Bilal Taha Dae Yon Hwang Dimitrios Hatzinakos | 2023/6/4 | |
Stress detection through wrist-based electrodermal activity monitoring and machine learning | IEEE Journal of Biomedical and Health Informatics | Lili Zhu Petros Spachos Pai Chet Ng Yuanhao Yu Yang Wang | 2023/1/23 |
Graph variational auto-encoder for deriving EEG-based graph embedding | Pattern Recognition | Tina Behrouzi Dimitrios Hatzinakos | 2022/1/1 |
A new score level fusion approach for stable user verification system using the PPG signal | Journal of Signal Processing Systems | Dae Yon Hwang Bilal Taha Dimitrios Hatzinakos | 2022/8 |
A new training approach for deep learning in EEG biometrics using triplet loss and EMG-driven additive data augmentation | Neurocomputing | Sherif Nagib Abbas Seha Dimitrios Hatzinakos | 2022/6/1 |
Hierarchical deep learning model with inertial and physiological sensors fusion for wearable-based human activity recognition | Dae Yon Hwang Pai Chet Ng Yuanhao Yu Yang Wang Petros Spachos | 2022/5/23 | |
Feasibility study of stress detection with machine learning through eda from wearable devices | Lili Zhu Pai Chet Ng Yuanhao Yu Yang Wang Petros Spachos | 2022/5/16 | |
A web-based cognitive behavioral therapy, mindfulness meditation, and yoga intervention for posttraumatic stress disorder: Single-arm experimental clinical trial | JMIR mental health | Megan A Kirk Bilal Taha Kevin Dang Hugh McCague Dimitrios Hatzinakos | 2022/2/28 |
Detection of post-traumatic stress disorder using learned time-frequency representations from pupillometry | Bilal Taha Megan Kirk Paul Ritvo Dimitrios Hatzinakos | 2021/6/6 | |
Variation-stable fusion for PPG-based biometric system | Dae Yon Hwang Bilal Taha Dimitrios Hatzinakos | 2021/6/6 | |
PBGAN: Learning PPG representations from GAN for time-stable and unique verification system | IEEE Transactions on Information Forensics and Security | Dae Yon Hwang Bilal Taha Dimitrios Hatzinakos | 2021/10/26 |
Improving eye movement biometrics in low frame rate eye-tracking devices using periocular and eye blinking features | Image and Vision Computing | Sherif Nagib Abbas Seha Dimitrios Hatzinakos Ali Shahidi Zandi Felix JE Comeau | 2021/4/1 |
Understanding power of graph convolutional neural network on discriminating human EEG signal | Tina Behrouzi Dimitrios Hatzinakos | 2021/9/12 | |
Deep learning-aided runtime opcode-based Windows malware detection | Neural Computing and Applications | Enes Sinan Parildi Dimitrios Hatzinakos Yuri Lawryshyn | 2021/9 |
