Matthias Rätsch

59 papers B 3C 5Misc 2Journal 27Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TaPD: Temporal-adaptive Progressive Distillation for Observation-Adaptive Trajectory Forecasting in Autonomous Driving. CoRR Mingyu Fan, Yi Liu, Hao Zhou, Deheng Qian, Mohammad Haziq Khan, Matthias Rätsch
2025	J	`jnl`	AI-driven active sourcing in recruitment: addressing contestability in automated hiring systems. Frontiers Comput. Sci. Bakir Hadzic, Lou Therese Brandner, Thomas Weber, Matthias Rätsch
2025	B	`conf`	Advanced AI-Based Slip Detection on an ESP32 for Bionic Grippers. RO-MAN Mohammad Haziq Khan, Mario Radke, Majd Hanna, Michael Danner, Hongbing Liu, Matthias Rätsch
2025	C	`conf`	Emotional Dynamics in Semi-Clinical Settings: Speech Emotion Recognition in Depression-Related Interviews. ICT4AWE Bakir Hadzic, Julia Ohse, Mohamad Eyad Alkostantini, Nicolina Laura Peperkorn, Akihiro Yorita, Thomas Weber, Naoyuki Kubota, Youssef Shiban, Matthias Rätsch
2025	J	`jnl`	Enhancing Individual Self-Efficacy Through a Self-Growing Memory Artificial Intelligence Agent Integrated with a Diary Application. J. Adv. Comput. Intell. Intell. Informatics Yuchen Guo, Chyan Zheng Siow, Wei Hong Chin, Bakir Hadzic, Akihiro Yorita, Takenori Obo, Matthias Rätsch, Naoyuki Kubota
2025	J	`jnl`	NMM-HRI: Natural Multi-modal Human-Robot Interaction with Voice and Deictic Posture via Large Language Model. CoRR Yuzhi Lai, Shenghai Yuan, Youssef Nassar, Mingyu Fan, Atmaraaj Gopal, Akihiro Yorita, Naoyuki Kubota, Matthias Rätsch
2025	J	`jnl`	NVP-HRI: Zero Shot Natural Voice and Posture-based Human-Robot Interaction via Large Language Model. CoRR Yuzhi Lai, Shenghai Yuan, Youssef Nassar, Mingyu Fan, Thomas Weber, Matthias Rätsch
2025	J	`jnl`	NVP-HRI: Zero shot natural voice and posture-based human-robot interaction via large language model. Expert Syst. Appl. Yuzhi Lai, Shenghai Yuan, Youssef Nassar, Mingyu Fan, Thomas Weber, Matthias Rätsch
2024	—	`conf`	AI-Supported Diagnostic of Depression Using Clinical Interviews: A Pilot Study. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP Bakir Hadzic, Julia Ohse, Michael Danner, Nicolina Laura Peperkorn, Parvez Mohammed, Youssef Shiban, Matthias Rätsch
2024	—	`conf`	BiGSiD: Bionic Grasping with Edge-AI Slip Detection. ROBOVIS Youssef Nassar, Mario Radke, Atmaraaj Gopal, Tobias Knöller, Thomas Weber, Zhao-Hua Liu, Matthias Rätsch
2024	—	`conf`	Intuitive Multi-modal Human-Robot Interaction via Posture and Voice. ROBOVIS Yuzhi Lai, Mario Radke, Youssef Nassar, Atmaraaj Gopal, Thomas Weber, Zhaohua Liu, Yihong Zhang, Matthias Rätsch
2024	J	`jnl`	Personalized clothing recommendation fusing the 4-season color system and users' biological characteristics. Multim. Tools Appl. Xueping Su, Jiawei Duan, Jie Ren, Yunhong Li, Michael Danner, Matthias Rätsch, Jinye Peng
2024	J	`jnl`	Pre-training neural machine translation with alignment information via optimal transport. Multim. Tools Appl. Xueping Su, Xingkai Zhao, Jie Ren, Yunhong Li, Matthias Rätsch
2024	C	`conf`	Safety Classes Semantic Costmaps from RGBD Sensors for Risk-Aware Robot Navigation. CoDIT Thomas Weber, Shival Indermun, Mingyu Fan, Lianghong Wu, Kristiaan Schreve, Matthias Rätsch
2024	Misc	`conf`	Self-Categorization Theory with 3D Emotional Model for Chatbot Emotional Support Systems. SACI Akihiro Yorita, Mario Radke, Matthias Rätsch, Naoyuki Kubota
2024	J	`jnl`	Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning. Comput. Speech Lang. Shang Aiguo, Xinjuan Zhu, Michael Danner, Matthias Rätsch
2024	J	`jnl`	Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection. Comput. Speech Lang. Julia Ohse, Bakir Hadzic, Parvez Mohammed, Nicolina Laura Peperkorn, Michael Danner, Akihiro Yorita, Naoyuki Kubota, Matthias Rätsch, Youssef Shiban
2023	—	`conf`	Advancing Mental Health Diagnostics: GPT-Based Method for Depression Detection. SICE Michael Danner, Bakir Hadzic, Sophie Gerhardt, Simon Ludwig, Irem Uslu, Peng Shao, Thomas Weber, Youssef Shiban, Matthias Rätsch
2023	—	`conf`	Evaluation of Low-Cost 3D Scanner Hardware for Clothing Industry. ICINCO (1) Michael Danner, Elena Alida Brake, Christian Decker, Matthias Rätsch, Yordan Kyosev, Katerina Rose
2023	—	`conf`	GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images. DeLTA Michael Danner, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler
2023	—	`conf`	Overcome Ethnic Discrimination with Unbiased Machine Learning for Facial Data Sets. VISIGRAPP (5: VISAPP) Michael Danner, Bakir Hadzic, Robert Radloff, Xueping Su, Le Ping Peng, Thomas Weber, Matthias Rätsch
2023	J	`jnl`	Simulating Temporally and Spatially Correlated Wind Speed Time Series by Spectral Representation Method. Complex Syst. Model. Simul. Qing Xiao, Lianghong Wu, Xiaowen Wu, Matthias Rätsch
2023	—	`conf`	TFCSG: An Unsupervised Approach for Question-retrieval Over Multi-task Learning. SICE Shang Aiguo, Michael Danner, Xinjuan Zhu, Matthias Rätsch
2023	—	`conf`	Towards Equitable AI in HR: Designing a Fair, Reliable, and Transparent Human Resource Management Application. DeLTA Michael Danner, Bakir Hadzic, Thomas Weber, Xinjuan Zhu, Matthias Rätsch
2022	—	`conf`	Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation. VISIGRAPP (5: VISAPP) Michael Danner, Thomas Weber, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler
2022	—	`conf`	Semantic Risk-aware Costmaps for Robots in Industrial Applications using Deep Learning on Abstracted Safety Classes from Synthetic Data. VISIGRAPP (4: VISAPP) Thomas Weber, Michael Danner, Bo Zhang, Matthias Rätsch, Andreas Zell
2021	J	`jnl`	Automatic identification of focus personage in multi-lingual news images. Multim. Tools Appl. Xueping Su, Danyao Zhu, Jie Ren, Matthias Rätsch
2021	J	`jnl`	Deep Adversarial Domain Adaptation Model for Bearing Fault Diagnosis. IEEE Trans. Syst. Man Cybern. Syst. Zhao-Hua Liu, Bi-Liang Lu, Hua-Liang Wei, Lei Chen, Xiao-Hua Li, Matthias Rätsch
2021	—	`conf`	Deep Learning-based EEG Detection of Mental Alertness States from Drivers under Ethical Aspects. ICAAI Tihomir Rohlinger, Le Ping Peng, Tobias Gerlach, Paul Pasler, Bo Zhang, Ralf Seepold, Natividad Martínez Madrid, Matthias Rätsch
2021	J	`jnl`	Ethically aligned Deep Learning: Unbiased Facial Aesthetic Prediction. CoRR Michael Danner, Thomas Weber, Le Ping Peng, Tobias Gerlach, Xueping Su, Matthias Rätsch
2020	—	`conf`	Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction. VISIGRAPP (5: VISAPP) Michael Danner, Patrik Huber, Muhammad Awais, Zhenhua Feng, Josef Kittler, Matthias Rätsch
2020	—	`conf`	Who Loves Virtue as much as He Loves Beauty?: Deep Learning based Estimator for Aesthetics of Portraits. VISIGRAPP (5: VISAPP) Tobias Gerlach, Michael Danner, Le Ping Peng, Aidas Kaminickas, Wu Fei, Matthias Rätsch
2019	C	`conf`	Efficient and Robust 3D Object Reconstruction Based on Monocular SLAM and CNN Semantic Segmentation. RoboCup Thomas Weber, Sergey Triputen, Atmaraaj Gopal, Steffen Eißler, Christian Höfert, Kristiaan Schreve, Matthias Rätsch
2018	J	`jnl`	An interactive clothing design and personalized virtual display system. Multim. Tools Appl. Xinjuan Zhu, Haiqing Lu, Matthias Rätsch
2018	—	`conf`	Conformal Mapping of a 3D Face Representation onto a 2D Image for CNN Based Face Recognition. ICB Josef Kittler, Paul Koppen, Philipp Kopp, Patrik Huber, Matthias Rätsch
2018	B	`conf`	Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. FG Zhenhua Feng, Patrik Huber, Josef Kittler, Peter J. B. Hancock, Xiao-Jun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch
2018	J	`jnl`	Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. CoRR Zhenhua Feng, Patrik Huber, Josef Kittler, Peter J. B. Hancock, Xiaojun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch
2018	J	`jnl`	Face naming in news images via multiple instance learning and hybrid recurrent convolutional neural network. J. Electronic Imaging Xueping Su, Hangchi Zhou, Viorel Petrut Draghici, Matthias Rätsch
2018	J	`jnl`	Fast and Robust RGB-D Scene Labeling for Autonomous Driving. J. Comput. Manuel Jasch, Thomas Weber, Matthias Rätsch
2018	J	`jnl`	Methodology to analyze the accuracy of 3D objects reconstructed with collaborative robot based monocular LSD-SLAM. CoRR Sergey Triputen, Atmaraaj Gopal, Thomas Weber, Christian Höfert, Kristiaan Schreve, Matthias Rätsch
2017	J	`jnl`	Closed-form Solution for IMU based LSD-SLAM Point Cloud Conversion into the Scaled 3D World Environment. CoRR Sergey Triputen, Kristiaan Schreve, Viktor Tkachev, Matthias Rätsch
2017	C	`conf`	Follow Me: Real-Time in the Wild Person Tracking Application for Autonomous Robotics. RoboCup Thomas Weber, Sergey Triputen, Michael Danner, Sascha Braun, Kristiaan Schreve, Matthias Rätsch
2017	—	`conf`	Multimodal Neural Networks: RGB-D for Semantic Segmentation and Object Detection. SCIA (1) Lukas Schneider, Manuel Jasch, Björn Fröhlich, Thomas Weber, Uwe Franke, Marc Pollefeys, Matthias Rätsch
2017	J	`jnl`	Real-Time 3D Face Fitting and Texture Fusion on In-the-Wild Videos. IEEE Signal Process. Lett. Patrik Huber, Philipp Kopp, William J. Christmas, Matthias Rätsch, Josef Kittler
2016	J	`jnl`	3D Face Tracking and Texture Fusion in the Wild. CoRR Patrik Huber, Philipp Kopp, Matthias Rätsch, William J. Christmas, Josef Kittler
2016	C	`conf`	A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a Human-Robot Environment. RoboCup Michael Grupp, Philipp Kopp, Patrik Huber, Matthias Rätsch
2016	J	`jnl`	A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a Human-Robot Environment. CoRR Michael Grupp, Philipp Kopp, Patrik Huber, Matthias Rätsch
2016	—	`conf`	A Multiresolution 3D Morphable Face Model and Fitting Framework. VISIGRAPP (4: VISAPP) Patrik Huber, Guosheng Hu, Jose Rafael Tena, Pouria Mortazavian, Willem P. Koppen, William J. Christmas, Matthias Rätsch, Josef Kittler
2016	J	`jnl`	Emotion Model Implementation for Parameterized Facial Animation in Human-Robot-Interaction. J. Comput. Steffen Wittig, Uwe Kloos, Matthias Rätsch
2016	—	`conf`	Real-time 3D face super-resolution from monocular in-the-wild videos. SIGGRAPH Posters Patrik Huber, William J. Christmas, Adrian Hilton, Josef Kittler, Matthias Rätsch
2015	B	`conf`	Fitting 3D Morphable Face Models using local features. ICIP Patrik Huber, Zhenhua Feng, William J. Christmas, Josef Kittler, Matthias Rätsch
2015	J	`jnl`	Fitting 3D Morphable Models using Local Features. CoRR Patrik Huber, Zhenhua Feng, William J. Christmas, Josef Kittler, Matthias Rätsch
2015	Misc	`conf`	Parameterized Facial Animation for Socially Interactive Robots. MuC Steffen Wittig, Matthias Rätsch, Uwe Kloos
2014	—	`conf`	Fusion of Tracking Techniques to Enhance Adaptive Real-time Tracking of Arbitrary Objects. IHCI Peter Poschmann, Patrik Huber, Matthias Rätsch, Josef Kittler, Hans-Joachim Böhme
2012	J	`jnl`	Efficient object tracking by condentional and cascaded image sensing. Comput. Stand. Interfaces Matthias Rätsch, Clemens Blumer, Thomas Vetter, Gerd Teschke
2012	—	`conf`	Wavelet Reduced Support Vector Regression for Efficient and Robust Head Pose Estimation. CRV Matthias Rätsch, Philip Quick, Patrik Huber, Tatjana Frank, Thomas Vetter
2008	J	`jnl`	Wavelet Frame Accelerated Reduced Support Vector Machines. IEEE Trans. Image Process. Matthias Rätsch, Gerd Teschke, Sami Romdhani, Thomas Vetter
2005	—	`conf`	Over-Complete Wavelet Approximation of a Support Vector Machine for Efficient Classification. DAGM-Symposium Matthias Rätsch, Sami Romdhani, Gerd Teschke, Thomas Vetter
2004	—	`conf`	Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features. DAGM-Symposium Matthias Rätsch, Sami Romdhani, Thomas Vetter