Mohammadreza Amirian

32 papers B 1C 1Journal 16Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Multi-Centric Anthropomorphic 3D CT Phantom-Based Benchmark Dataset for Harmonization. CoRR Mohammadreza Amirian, Michael Bach, Oscar Alfonso Jiménez del Toro, Christoph Aberle, Roger Schaer, Vincent Andrearczyk, Jean-Félix Maestrati, María Martin Asiain, Kyriakos Flouris, Markus M. Obmann, Clarisse Dromain, Benoît Dufour, Pierre-Alexandre Poletti, Hendrik von Tengg-Kobligk, Rolf Hügli, Martin Kretzschmar, Hatem Alkadhi, Ender Konukoglu, Henning Müller, Bram Stieltjes, Adrien Depeursinge
2024	J	`jnl`	Artifact Reduction in 3D and 4D Cone-Beam Computed Tomography Images With Deep Learning: A Review. IEEE Access Mohammadreza Amirian, Daniel Barco, Ivo Herzig, Frank-Peter Schilling
2024	J	`jnl`	Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning - A Review. CoRR Mohammadreza Amirian, Daniel Barco, Ivo Herzig, Frank-Peter Schilling
2024	J	`jnl`	Deep Learning for Robust and Explainable Models in Computer Vision. CoRR Mohammadreza Amirian
2023	—	`—`	Deep Learning for Robust and Explainable Models in Computer Vision. Mohammadreza Amirian
2022	J	`jnl`	Bias, awareness, and ignorance in deep-learning-based face recognition. AI Ethics Samuel Wehrli, Corinna Hertweck, Mohammadreza Amirian, Stefan Glüge, Thilo Stadelmann
2022	J	`jnl`	PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis. CoRR Mohammadreza Amirian, Javier A. Montoya-Zegarra, Jonathan Gruss, Yves D. Stebler, Ahmet Selman Bozkir, Marco Calandri, Friedhelm Schwenker, Thilo Stadelmann
2022	J	`jnl`	Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability. CoRR Mohammadreza Amirian, Friedhelm Schwenker
2022	J	`jnl`	Trace and Detect Adversarial Attacks on CNNs using Feature Response Maps. CoRR Mohammadreza Amirian, Friedhelm Schwenker, Thilo Stadelmann
2021	J	`jnl`	Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database. IEEE Trans. Affect. Comput. Patrick Thiam, Viktor Kessler, Mohammadreza Amirian, Peter Bellmann, Georg Layher, Yan Zhang, Maria Velana, Sascha Gruss, Steffen Walter, Harald C. Traue, Daniel Schork, Jonghwa Kim, Elisabeth André, Heiko Neumann, Friedhelm Schwenker
2021	—	`conf`	PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis. CISP-BMEI Mohammadreza Amirian, Javier A. Montoya-Zegarra, Jonathan Gruss, Yves D. Stebler, Ahmet Selman Bozkir, Marco Calandri, Friedhelm Schwenker, Thilo Stadelmann
2020	—	`conf`	How (Not) to Measure Bias in Face Recognition Networks. ANNPR Stefan Glüge, Mohammadreza Amirian, Dandolo Flumini, Thilo Stadelmann
2020	J	`jnl`	Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability. IEEE Access Mohammadreza Amirian, Friedhelm Schwenker
2020	—	`conf`	Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness. TAILOR Mohammadreza Amirian, Lukas Tuggener, Ricardo Chavarriaga, Yvan Putra Satyawan, Frank-Peter Schilling, Friedhelm Schwenker, Thilo Stadelmann
2019	—	`conf`	Automated Machine Learning in Practice: State of the Art and Recent Results. SDS Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann
2019	J	`jnl`	Automated Machine Learning in Practice: State of the Art and Recent Results. CoRR Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann
2019	—	`ch.`	Unsupervised Learning and Simulation for Complexity Management in Business Operations. Applied Data Science Lukas Hollenstein, Lukas Lichtensteiger, Thilo Stadelmann, Mohammadreza Amirian, Lukas Budde, Jürg Meierhofer, Rudolf M. Füchslin, Thomas Friedli
2018	—	`conf`	Deep Learning in the Wild. ANNPR Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener
2018	J	`jnl`	Deep Learning in the Wild. CoRR Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener
2018	—	`conf`	Learning Neural Models for End-to-End Clustering. ANNPR Benjamin Bruno Meier, Ismail Elezi, Mohammadreza Amirian, Oliver Dürr, Thilo Stadelmann
2018	J	`jnl`	Learning Neural Models for End-to-End Clustering. CoRR Benjamin Bruno Meier, Ismail Elezi, Mohammadreza Amirian, Oliver Durr, Thilo Stadelmann
2018	—	`conf`	Trace and Detect Adversarial Attacks on CNNs Using Feature Response Maps. ANNPR Mohammadreza Amirian, Friedhelm Schwenker, Thilo Stadelmann
2017	J	`jnl`	Adaptive confidence learning for the personalization of pain intensity estimation systems. Evol. Syst. Markus Kächele, Mohammadreza Amirian, Patrick Thiam, Philipp Werner, Steffen Walter, Günther Palm, Friedhelm Schwenker
2017	—	`conf`	Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction. ICT4DA Taye Girma Debelee, Mohammadreza Amirian, Achim Ibenthal, Günther Palm, Friedhelm Schwenker
2017	—	`conf`	Multimodal fusion including camera photoplethysmography for pain recognition. ICCT Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker
2017	—	`conf`	Pain recognition with camera photoplethysmography. IPTA Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker
2017	B	`conf`	Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation. FG Mohammadreza Amirian, Markus Kächele, Günther Palm, Friedhelm Schwenker
2016	—	`conf`	Continuous Multimodal Human Affect Estimation using Echo State Networks. AVEC@ACM Multimedia Mohammadreza Amirian, Markus Kächele, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2016	J	`jnl`	Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels. IEEE J. Sel. Top. Signal Process. Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker, Günther Palm
2016	—	`conf`	Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals. ANNPR Mohammadreza Amirian, Markus Kächele, Friedhelm Schwenker
2015	C	`conf`	Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. EANN Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Günther Palm
2014	J	`jnl`	The S-transform using a new window to improve frequency and time resolutions. Signal Image Video Process. Kamran Kazemi, Mohammadreza Amirian, Mohammad Javad Dehghani