Marc-André Fiedler
Wiss. Mitarbeiter/-in
M.Sc. Marc-André Fiedler
Fachgebiet Neuro-Informationstechnik
Doktorand
Doktorand
Universitätsplatz 2,
39106 Magdeburg,
G09-413
Tel.:
+49 391 67-51473
Research Focus
- Machine Learning & Artificial Intelligence
- Biomedical Signal Processing
- Image Processing
- Computer Vision
- Deep Learning
Projects
- Video-based Vital Signs Monitoring (Heart & Respiratory Rate)
- Lie / Deception Detection
- Computer Vision for Human-Robot Interaction
- Mobile Robots
Journals
- Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Thorsten Hempel, Ahmed Abdelrahman, Joachim Weimann, Dmitri Bershadskyy, Johann Steiner
Exploring facial cues: automated deception detection using artificial intelligence
Neural Computing and Applications, 2024. Impact-Factor (2022): 6.0 - Marc-André Fiedler, Philipp Werner, Michal Rapczynski, Ayoub Al-Hamadi
Deep face segmentation for improved heart and respiratory rate estimation from videos
Journal of Ambient Intelligence and Humanized Computing, 2023. Impact-Factor (2021): 3.662 - Kranthi Kumar Talluri, Marc-André Fiedler, Ayoub Al-Hamadi
Deep 3D Convolutional Neural Network for Facial Micro-Expression Analysis from Video Images
Applied Sciences, 2022. Impact-Factor (2021): 2.838 - Ehsan Othman, Philipp Werner, Frerk Saxen, Marc-André Fiedler, Ayoub Al-Hamadi
An Automatic System for Continuous Pain Intensity Monitoring Based on Analyzing Data from Uni-, Bi-, and Multi-Modality
Sensors, 2022. Impact-Factor (2021): 3.847 - Marc-André Fiedler, Philipp Werner, Aly Khalifa, Ayoub Al-Hamadi
SFPD: Simultaneous Face and Person Detection in Real-Time for Human–Robot Interaction
Sensors, 2021. Impact-Factor (2020): 3.576 - Marc-André Fiedler, Michal Rapczynski, Ayoub Al-Hamadi
Fusion-Based Approach for Respiratory Rate Recognition From Facial Video Images
IEEE Access, 2020. Impact-Factor (2019): 3.745
Conference Proceedings
- Marc-André Fiedler, Laslo Dinges, Michal Rapczynski, Ayoub Al-Hamadi
LSTM-based Heart Rate Estimation from Facial Video Images
21st IEEE International Symposium on Biomedical Imaging (ISBI), 2024. - Hassan Al-Radhi, Marc-André Fiedler, Ayoub Al-Hamadi, Laslo Dinges
An Intelligent Approach for Continuous Pain Intensity Prediction
21st IEEE International Symposium on Biomedical Imaging (ISBI), 2024. - Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Ahmed Abdelrahman, Joachim Weimann, Dmitri Bershadskyy
Uncovering Lies: Deception Detection in a Rolling-Dice Experiment
22nd International Conference on Image Analysis and Processing (ICIAP), 2023. - Thorsten Hempel, Marc-André Fiedler, Aly Khalifa, Ayoub Al-Hamadi, Laslo Dinges
Semantic-Aware Environment Perception for Mobile Human-Robot Interaction
12th International Symposium on Image and Signal Processing and Analysis (ISPA), 2021. - Marc-André Fiedler, Michal Rapczynski, Ayoub Al-Hamadi
Facial Video-Based Respiratory Rate Recognition Interpolating Pulsatile PPG Rise And Fall Times
IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021.