Mohammadreza Amirian

Most-cited papers

Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels
Markus Kachele, Patrick Thiam, Mohammadreza Amirian, F. Schwenker +1 more
2016IEEE Journal on Selected Topics in Signal Processing95 citations
Semantic Scholar
Adaptive confidence learning for the personalization of pain intensity estimation systems
M. Kächele, Mohammadreza Amirian, Patrick Thiam, P. Werner +3 more
2016Evolutionary Systematics83 citations
Semantic Scholar
Automated Machine Learning in Practice: State of the Art and Recent Results
Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald +3 more
2019Swiss Conference on Data Science78 citations Open access
Semantic Scholar
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database
Patrick Thiam, Viktor Kessler, Mohammadreza Amirian, Peter Bellmann +11 more
2019IEEE Transactions on Affective Computing65 citations Open access
Semantic Scholar
Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity
M. Kächele, Patrick Thiam, Mohammadreza Amirian, P. Werner +3 more
2015International Conference on Engineering Applications of Neural Networks65 citations
Semantic Scholar
Deep Learning in the Wild
Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, M. Arnold +7 more
2018IAPR International Workshop on Artificial Neural Networks in Pattern Recognition45 citations
Semantic Scholar
Bias, awareness, and ignorance in deep-learning-based face recognition
S. Wehrli, Corinna Hertweck, Mohammadreza Amirian, Stefan Glüge +1 more
2021AI and Ethics37 citations Open access
Semantic Scholar
Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability
Mohammadreza Amirian, F. Schwenker
2020IEEE Access36 citations Open access
Semantic Scholar
Classification of Mammograms Using Texture and CNN Based Extracted Features
Taye Girma Debelee, A. Gebreselasie, F. Schwenker, Mohammadreza Amirian +1 more
2019Journal of Biomimetics, Biomaterials and Biomedical Engineering35 citations Open access
Semantic Scholar
Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction
Taye Girma Debelee, Mohammadreza Amirian, Achim Ibenthal, G. Palm +1 more
2017EAI International Conference on ICT for Development for Africa34 citations
Semantic Scholar
Pain recognition with camera photoplethysmography
Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, F. Schwenker
2017International Conference on Image Processing Theory Tools and Applications32 citations
Semantic Scholar
Trace and Detect Adversarial Attacks on CNNs Using Feature Response Maps
Mohammadreza Amirian, F. Schwenker, Thilo Stadelmann
2018IAPR International Workshop on Artificial Neural Networks in Pattern Recognition19 citations Open access
Semantic Scholar
Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals
Mohammadreza Amirian, M. Kächele, F. Schwenker
2016IAPR International Workshop on Artificial Neural Networks in Pattern Recognition18 citations Open access
Semantic Scholar
The S-transform using a new window to improve frequency and time resolutions
K. Kazemi, Mohammadreza Amirian, M. Dehghani
2014Signal, Image and Video Processing18 citations
Semantic Scholar
Learning Neural Models for End-to-End Clustering
B. Meier, Ismail Elezi, Mohammadreza Amirian, Oliver Durr +1 more
2018IAPR International Workshop on Artificial Neural Networks in Pattern Recognition17 citations
Semantic Scholar
How (Not) to Measure Bias in Face Recognition Networks
Stefan Glüge, Mohammadreza Amirian, Dandolo Flumini, Thilo Stadelmann
2020IAPR International Workshop on Artificial Neural Networks in Pattern Recognition16 citations Open access
Semantic Scholar
Multimodal fusion including camera photoplethysmography for pain recognition
Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, F. Schwenker
2017International Conference on Speech Technology and Human-Computer Dialogue16 citations
Semantic Scholar
Mitigation of motion-induced artifacts in cone beam computed tomography using deep convolutional neural networks.
Mohammadreza Amirian, R. Füchslin, Ivo Herzig, P. E. Hotz +9 more
2023Medical Physics (Lancaster)15 citations Open access
Semantic Scholar
Continuous Multimodal Human Affect Estimation using Echo State Networks
Mohammadreza Amirian, M. Kächele, Patrick Thiam, Viktor Kessler +1 more
2016AVEC@ACM Multimedia13 citations
Semantic Scholar
Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation
Mohammadreza Amirian, M. Kächele, G. Palm, F. Schwenker
2017IEEE International Conference on Automatic Face & Gesture Recognition12 citations
Semantic Scholar
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis
Mohammadreza Amirian, Javier A. Montoya-Zegarra, Jonathan Gruss, Yves D. Stebler +4 more
20212021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)9 citations Open access
Semantic Scholar
Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness
Mohammadreza Amirian, Lukas Tuggener, Ricardo Chavarriaga, Y. Satyawan +3 more
2020International Workshop on Trustworthy AI - Integrating Learning, Optimization and Reasoning9 citations
Semantic Scholar
Design Patterns for Resource-Constrained Automated Deep-Learning Methods
Lukas Tuggener, Mohammadreza Amirian, Fernando Benites, Pius von Däniken +3 more
2020Applied Informatics7 citations Open access
Semantic Scholar
Unsupervised Learning and Simulation for Complexity Management in Business Operations
Lukas Hollenstein, L. Lichtensteiger, Thilo Stadelmann, Mohammadreza Amirian +4 more
2019Applied Data Science5 citations Open access
Semantic Scholar
Efficient deep CNNs for cross-modal automated computer vision under time and space constraints
Mohammadreza Amirian, Katharina Rombach, Lukas Tuggener, F. Schilling +1 more
20192 citations
Semantic Scholar
One Decade of Unnatural Deaths in Yazd Province: 2003-2013
M. Lotfi, Mohammadreza Amirian, A. Dehghani, H. Falahzadeh +1 more
20161 citations
Semantic Scholar
Domain Adaption for Homogenizing CT Scans using Auto-Encoders for Cross-Dataset Medical Image Analysis
Mohammadreza Amirian, Thilo Stadelmann
20210 citations
Semantic Scholar
Investigation of medical errors among technical authorities of Tehran hospitals in cases referred to Tehran Commission of Legal Medicine
B. Mostafazadeh, Mohammadreza Amirian, Saeed Shabani
20190 citations
Semantic Scholar