Journals

• 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
• Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
  Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database
  Journal of Visual Communication and Image Representation, March 2023. Impact Factor (2021): 2.887
• 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 22, no. 13: 4992, 2022. Impact Factor (2019): 3.275
• Marc-André Fiedler, Philipp Werner, Aly Khalifa, Ayoub Al-Hamadi
  SFPD: Simultaneous Face and Person Detection in Real-Time for Human-Robot Interaction
  Sensors 21, no. 17: 5918, 2021. Impact Factor (2019): 3.275
• Michal Rapczynski, Philipp Werner, Sebastian Handrich, Ayoub Al-Hamadi
  A Baseline for Cross-Database 3D Human Pose Estimation
  Sensors 21, no. 11: 3769, 2021. Impact Factor (2019): 3.275
• Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
  Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database
  Sensors 21, no. 9: 3273, 2021. Impact Factor (2019): 3.275
• Sebastian Handrich, Laslo Dinges, Ayoub Al-Hamadi, Philipp Werner, Frerk Saxen and Zaher Al Aghbari
  Simultaneous Prediction of Valence / Arousal and Emotion Categories and its Application in an HRC Scenario
  Journal of Ambient Intelligence and Humanized Computing, 2020. Impact Factor (2019): 4.594
• S. Frisch, Philipp Werner, A. Al-Hamadi, H. C. Traue, S. Gruss, S. Walter
  Von der Fremdbeurteilung des Schmerzes zur automatisierten multimodalen Messung der Schmerzintensität - Narrativer Review zum Stand der Forschung und zur klinischen Perspektive
  Der Schmerz, 2020. Impact Factor (2018): 1.267
• S. Walter, A. Al-Hamadi, S. Gruss, S. Frisch, H. C. Traue, Philipp Werner
  Multimodale Erkennung von Schmerzintensität und -modalität mit maschinellen Lernverfahren
  Der Schmerz, 2020. Impact Factor (2018): 1.267
• Philipp Werner, Daniel Lopez-Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, Rosalind Picard
  Automatic Recognition Methods Supporting Pain Assessment: A Survey (ResearchGate)
  IEEE Trans. on Affective Computing, 2019, DOI: 10.1109/TAFFC.2019.2946774. Impact Factor (2020): 10.506
• Ehsan Othman, Frerk Saxen, Dmitri Bershadskyy, Philipp Werner, Ayoub Al-Hamadi, Joachim Weimann
  Predicting Group Contribution Behaviour in a Public Goods Game from Face-to-Face Communication
  Sensors, June 2019. Impact Factor (2018): 3.031
• Michal Rapczynski, Philipp Werner, Ayoub Al-Hamadi
  Effects of Video Encoding on Camera Based Heart Rate Estimation
  IEEE Transactions on Biomedical Engineering, March 2019. Impact Factor (2017): 4.288
• Sascha Gruss, Mattis Geiger, Philipp Werner, Oliver Wilhelm, Ayoub Al-Hamadi, Steffen Walter
  Multimodal Signals for Analyzing Pain Responses to Thermal and Electrical Stimuli
  JoVE (146), 2019. Impact Factor (2017): 1.184
• Philipp Werner, A. Al-Hamadi, K. Limbrecht-Ecklundt, S. Walter, H. C. Traue
  Head movements and postures as pain behavior
  PLOS ONE 13(2), 2018. Impact Factor (2020): 3.240
• Philipp Werner, A. Al-Hamadi, K. Limbrecht-Ecklundt, S. Walter, S. Gruss, H. C. Traue
  Automatic Pain Assessment with Facial Activity Descriptors
  IEEE Transactions on Affective Computing 8(3), 2017. Impact Factor (2020): 10.506
• M. Kächele, M. Amirian, P. Thiam, Philipp Werner, S. Walter, G. Palm, F. Schwenker
  Adaptive confidence learning for the personalization of pain intensity estimation systems
  Evolving Systems, 2016.
• K. Limbrecht-Ecklundt, Philipp Werner, H. C. Traue, A. Al-Hamadi, S. Walter
  Mimische Aktivität differenzierter Schmerzintensitäten
  Der Schmerz 30(3), 2016. Impact Factor (2015): 0.894
• Sascha Gruss, Roi Treister, Philipp Werner, H. C. Traue, S. Crawcour, A. O. Andrade, S. Walter
  Pain Intensity Recognition Rates via Biopotential Feature Patterns with Support Vector Machines
  PLoS ONE 10(10), 2015. Impact Factor (2015): 3.057
• S. Walter, S. Gruss, K. Limbrecht-Ecklundt, H. C. Traue, Philipp Werner, A. Al-Hamadi, A. O. Andrade, N. Diniz, G. M. da Silva
  Automatic pain quantification using autonomic parameters
  Psychology and Neuroscience, 11/2014.
• Philipp Werner, Ayoub Al-Hamadi, Robert Niese
  Comparative learning applied to intensity rating of facial expressions of pain
  Int. J. Patt. Recogn. Artif. Intell., 2014. Impact Factor (2020): 1.373
• Michael Schulze, Philipp Werner, Georg Lukas, Jörg Kaiser
  AFP - an Adaptive Fragmentation Protocol Supporting Large Datagram Transmissions
  Journal of Communications, Vol 6, No 3, pp 240-248, 2011.

Conference Proceedings (International)

• Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Steffen Walter
  Regression Networks for Automatic Pain Intensity Recognition in Video using Facial Expression on the X-ITE Pain Database
  International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV), 2021.
• Nikul Pandya, Philipp Werner, Ayoub Al-Hamadi
  Deep Facial Expression Recognition with Occlusion Regularization
  International Symposium on Visual Computing (ISVC), 2020.
• Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
  Facial Action Unit Recognition in the Wild with Multi-Task CNN Self-Training for the EmotioNet Challenge
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020. We almost won the EmotionNet 2020 challenge! Video
• Sebastian Handrich, Laslo Dinges, Ayoub Al-Hamadi, Philipp Werner, Zaher Al Aghbari
  Simultaneous Prediction of Valence/Arousal and Emotions on AffectNet, Aff-Wild and AFEW-VA
  International Conference on Emerging Data and Industry 4.0 (EDI40), 2020.
• Frerk Saxen, Sebastian Handrich, Philipp Werner, Ehsan Othman, Ayoub Al-Hamadi
  Detecting Arbitrarily Rotated Faces for Face Analysis
  International Conference on Image Processing (ICIP), 2019.
• Ehsan Othman, Frerk Saxen, Philipp Werner, Ayoub Al-Hamadi and Steffen Walter
  Cross-Database Evaluation of Pain Recognition from Facial Video
  International Symposium on Image and Signal Processing and Analysis (ISPA), 2019.
• Frerk Saxen, Philipp Werner, Sebastian Handrich, Ehsan Othman, Laslo Dinges and Ayoub Al-Hamadi
  Face Attribute Detection with MobileNetV2 and NasNet-Mobile
  International Symposium on Image and Signal Processing and Analysis (ISPA), 2019.
• Philipp Werner, Ayoub Al-Hamadi, Sascha Gruss and Steffen Walter
  Twofold-Multimodal Pain Recognition with the X-ITE Pain Database
  International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2019.
• Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Hui Yu
  Generalizing to Unseen Head Poses in Facial Expression Recognition and Action Unit Intensity Estimation
  International Conference on Automatic Face and Gesture Recognition (FG), 2019. Acceptance rate: 40%
• Sebastian Handrich, Philipp Waxweiler, Philipp Werner, Ayoub Al-Hamadi
  3D Human Pose Estimation Using Stochastic Optimization in Real Time
  International Conference on Image Processing (ICIP), 2018.
• Michal Rapczynski, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
  How the Region of Interest Impacts Contact Free Heart Rate Estimation Algorithms
  International Conference on Image Processing (ICIP), 2018.
• Frerk Saxen, Philipp Werner, and Ayoub Al-Hamadi
  Real vs. Fake Emotion Challenge: Learning to Rank Authenticity From Facial Activity Descriptors
  International Conference on Computer Vision Workshops (ICCVW), 2017. Challenge winner!
• Philipp Werner, Sebastian Handrich, and Ayoub Al-Hamadi
  Facial Action Unit Intensity Estimation and Feature Relevance Visualization with Random Regression Forests
  International Conference on Affective Computing and Intelligent Interaction (ACII), 2017.
• Philipp Werner, Ayoub Al-Hamadi, and Steffen Walter
  Analysis of Facial Expressiveness During Experimentally Induced Heat Pain
  International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2017.
• Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
  Landmark based Head Pose Estimation Benchmark and Method
  International Conference on Image Processing (ICIP), 2017. Acceptance rate: 45%
• Michal Rapczynski, Philipp Werner, Ayoub Al-Hamadi
  Continuous Low Latency Heart Rate Estimation from Painful Faces in Real Time
  International Conference on Pattern Recognition (ICPR), 2016.
• Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue, Sascha Gruss
  BioVid Emo DB: A multimodal database for emotion analyses validated by subjective ratings
  IEEE Symposium Series on Computational Intelligence (SSCI), 2016.
• Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
  Handling Data Imbalance in Automatic Facial Action Intensity Estimation
  British Machine Vision Conference (BMVC), 2015. Acceptance rate: 33%
• Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Guenther Palm
  Multimodal data fusion for person-independent, continuous estimation of pain intensity
  Engineering Applications of Neural Networks (EANN), 2015. Acceptance rate: 43%
• Diana Werner, Philipp Werner, Ayoub Al-Hamadi
  Quantitative Analysis of Surface Reconstruction Accuracy Achievable with the TSDF Representation
  International Conference on Computer Vision Systems (ICVS), 2015.
• M. Kächele, Philipp Werner, A. Al-Hamadi, G. Palm, S. Walter, F. Schwenker
  Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity
  Multiple Classifier Systems (MCS), 2015.
• S. Walter, S. Gruss, H. C. Traue, Philipp Werner, A. Al-Hamadi, M. Kächele, F. Schwenker, A. Andrade, G. Moreira
  Data fusion for automated pain recognition
  International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2015.
• Diana Werner, Ayoub Al-Hamadi, Philipp Werner
  Truncated Signed Distance Function: Experiments on Voxel Size
  International Conference on Image Analysis and Recognition (ICIAR), 2014.
• Philipp Werner, Ayoub Al-Hamadi, Steffen Walter, Sascha Gruss, Harald C. Traue
  Automatic Heart Rate Estimation from Painful Faces
  International Conference on Image Processing (ICIP), 2014. Acceptance rate: 44%
• Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
  Automatic Pain Recognition from Video and Biomedical Signals
  International Conference on Pattern Recognition (ICPR), 2014.
• Robert Niese, Philipp Werner, Ayoub Al-Hamadi
  Accurate, Fast and Robust Realtime Face Pose Estimation Using Kinect Camera
  International Conference on Systems, Man, and Cybernetics (SMC), 2013.
• Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
  Towards Pain Monitoring: Facial Expression, Head Pose, a new Database, an Automatic System and Remaining Challenges
  British Machine Vision Conference (BMVC), 2013. Acceptance rate: 30%
• Steffen Walter, Philipp Werner, Sascha Gruss, Harald C. Traue, Ayoub Al-Hamadi, et al.
  The BioVid Heat Pain Database: Data for the Advancement and Systematic Validation of an Automated Pain Recognition System
  International Conference on Cybernetics (CYBCONF), 2013.
• Philipp Werner, Ayoub Al-Hamadi, Robert Niese
  Pain Recognition and Intensity Rating Based on Comparative Learning
  International Conference on Image Processing (ICIP), 2012. Acceptance rate: 39%

Workshop Proceedings (National)

• M. Rapczynski, F. Saxen, Philipp Werner, A. Al-Hamadi
  Der Einfluss von Hautfarbensegmentierung auf die kontaktfreie Schätzung von Vitalparametern
  Workshop Farbbildverarbeitung, 2016.
• M. Rapczynski, Philipp Werner, A. Al-Hamadi
  Kontaktfreie kamerabasierte Messung der Herzrate in Echtzeit
  Proceedings of innteract conference: Bullinger, A.C. (editor). 3D SENSATION - transdisziplinäre Perspektiven. Verlag aw&I Wissenschaft und Praxis. Chemnitz, 2016.
• Philipp Werner
  Kommunikation mit harten Echtzeitanforderungen über die Middleware FAMOUSO
  Kommunikation unter Echtzeitbedingungen - Workshop Echtzeit, 2012.

Others

• Philipp Werner
  Echtzeitkommunikationskanäle für die FAMOUSO-Middleware
  Diploma Thesis, University of Magdeburg, 2011.
• Philipp Werner
  Linux-Integration einer FPGA-Karte für Forschungszwecke
  Bachelor Thesis / Student Research Project, University of Magdeburg, 2009.