Matthias Rätsch

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 41

Top Topics

Semantic Segmentation

Face Recognition

Top Venues

VISIGRAPP (5: VISAPP)

Multim. Tools Appl.

Publications

Julia Ohse, Bakir Hadzic, Parvez Mohammed, Nicolina Laura Peperkorn, Michael Danner, Akihiro Yorita, Naoyuki Kubota, Matthias Rätsch, Youssef Shiban
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection. Comput. Speech Lang. 88 (2024)
Akihiro Yorita, Mario Radke, Matthias Rätsch, Naoyuki Kubota
Self-Categorization Theory with 3D Emotional Model for Chatbot Emotional Support Systems. SACI (2024)
Bakir Hadzic, Julia Ohse, Michael Danner, Nicolina Laura Peperkorn, Parvez Mohammed, Youssef Shiban, Matthias Rätsch
AI-Supported Diagnostic of Depression Using Clinical Interviews: A Pilot Study. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP (2024)
Shang Aiguo, Xinjuan Zhu, Michael Danner, Matthias Rätsch
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning. Comput. Speech Lang. 87 (2024)
Yuzhi Lai, Mario Radke, Youssef Nassar, Atmaraaj Gopal, Thomas Weber, Zhaohua Liu, Yihong Zhang, Matthias Rätsch
Intuitive Multi-modal Human-Robot Interaction via Posture and Voice. ROBOVIS (2024)
Xueping Su, Jiawei Duan, Jie Ren, Yunhong Li, Michael Danner, Matthias Rätsch, Jinye Peng
Personalized clothing recommendation fusing the 4-season color system and users' biological characteristics. Multim. Tools Appl. 83 (5) (2024)
Youssef Nassar, Mario Radke, Atmaraaj Gopal, Tobias Knöller, Thomas Weber, Zhao-Hua Liu, Matthias Rätsch
BiGSiD: Bionic Grasping with Edge-AI Slip Detection. ROBOVIS (2024)
Xueping Su, Xingkai Zhao, Jie Ren, Yunhong Li, Matthias Rätsch
Pre-training neural machine translation with alignment information via optimal transport. Multim. Tools Appl. 83 (16) (2024)
Michael Danner, Bakir Hadzic, Robert Radloff, Xueping Su, Le Ping Peng, Thomas Weber, Matthias Rätsch
Overcome Ethnic Discrimination with Unbiased Machine Learning for Facial Data Sets. VISIGRAPP (5: VISAPP) (2023)
Qing Xiao, Lianghong Wu, Xiaowen Wu, Matthias Rätsch
Simulating Temporally and Spatially Correlated Wind Speed Time Series by Spectral Representation Method. Complex Syst. Model. Simul. 3 (2) (2023)
Michael Danner, Bakir Hadzic, Thomas Weber, Xinjuan Zhu, Matthias Rätsch
Towards Equitable AI in HR: Designing a Fair, Reliable, and Transparent Human Resource Management Application. DeLTA (2023)
Michael Danner, Elena Alida Brake, Christian Decker, Matthias Rätsch, Yordan Kyosev, Katerina Rose
Evaluation of Low-Cost 3D Scanner Hardware for Clothing Industry. ICINCO (1) (2023)
Shang Aiguo, Michael Danner, Xinjuan Zhu, Matthias Rätsch
TFCSG: An Unsupervised Approach for Question-retrieval Over Multi-task Learning. SICE (2023)
Michael Danner, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler
GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images. DeLTA (2023)
Michael Danner, Bakir Hadzic, Sophie Gerhardt, Simon Ludwig, Irem Uslu, Peng Shao, Thomas Weber, Youssef Shiban, Matthias Rätsch
Advancing Mental Health Diagnostics: GPT-Based Method for Depression Detection. SICE (2023)
Michael Danner, Thomas Weber, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler
Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation. VISIGRAPP (5: VISAPP) (2022)
Thomas Weber, Michael Danner, Bo Zhang, Matthias Rätsch, Andreas Zell
Semantic Risk-aware Costmaps for Robots in Industrial Applications using Deep Learning on Abstracted Safety Classes from Synthetic Data. VISIGRAPP (4: VISAPP) (2022)
Zhao-Hua Liu, Bi-Liang Lu, Hua-Liang Wei, Lei Chen, Xiao-Hua Li, Matthias Rätsch
Deep Adversarial Domain Adaptation Model for Bearing Fault Diagnosis. IEEE Trans. Syst. Man Cybern. Syst. 51 (7) (2021)
Michael Danner, Thomas Weber, Le Ping Peng, Tobias Gerlach, Xueping Su, Matthias Rätsch
Ethically aligned Deep Learning: Unbiased Facial Aesthetic Prediction. CoRR (2021)
Tihomir Rohlinger, Le Ping Peng, Tobias Gerlach, Paul Pasler, Bo Zhang, Ralf Seepold, Natividad Martínez Madrid, Matthias Rätsch
Deep Learning-based EEG Detection of Mental Alertness States from Drivers under Ethical Aspects. ICAAI (2021)
Xueping Su, Danyao Zhu, Jie Ren, Matthias Rätsch
Automatic identification of focus personage in multi-lingual news images. Multim. Tools Appl. 80 (7) (2021)
Michael Danner, Patrik Huber, Muhammad Awais, Zhen-Hua Feng, Josef Kittler, Matthias Rätsch
Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction. VISIGRAPP (5: VISAPP) (2020)
Tobias Gerlach, Michael Danner, Le Ping Peng, Aidas Kaminickas, Wu Fei, Matthias Rätsch
Who Loves Virtue as much as He Loves Beauty?: Deep Learning based Estimator for Aesthetics of Portraits. VISIGRAPP (5: VISAPP) (2020)
Thomas Weber, Sergey Triputen, Atmaraaj Gopal, Steffen Eißler, Christian Höfert, Kristiaan Schreve, Matthias Rätsch
Efficient and Robust 3D Object Reconstruction Based on Monocular SLAM and CNN Semantic Segmentation. RoboCup (2019)
Zhen-Hua Feng, Patrik Huber, Josef Kittler, Peter J. B. Hancock, Xiao-Jun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. FG (2018)
Manuel Jasch, Thomas Weber, Matthias Rätsch
Fast and Robust RGB-D Scene Labeling for Autonomous Driving. J. Comput. 13 (4) (2018)
Xinjuan Zhu, Haiqing Lu, Matthias Rätsch
An interactive clothing design and personalized virtual display system. Multim. Tools Appl. 77 (20) (2018)
Zhen-Hua Feng, Patrik Huber, Josef Kittler, Peter J. B. Hancock, Xiaojun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. CoRR (2018)
Sergey Triputen, Atmaraaj Gopal, Thomas Weber, Christian Höfert, Kristiaan Schreve, Matthias Rätsch
Methodology to analyze the accuracy of 3D objects reconstructed with collaborative robot based monocular LSD-SLAM. CoRR (2018)
Josef Kittler, Paul Koppen, Philipp Kopp, Patrik Huber, Matthias Rätsch
Conformal Mapping of a 3D Face Representation onto a 2D Image for CNN Based Face Recognition. ICB (2018)
Xueping Su, Hangchi Zhou, Viorel Petrut Draghici, Matthias Rätsch
Face naming in news images via multiple instance learning and hybrid recurrent convolutional neural network. J. Electronic Imaging 27 (03) (2018)
Patrik Huber, Philipp Kopp, William J. Christmas, Matthias Rätsch, Josef Kittler
Real-Time 3D Face Fitting and Texture Fusion on In-the-Wild Videos. IEEE Signal Process. Lett. 24 (4) (2017)
Thomas Weber, Sergey Triputen, Michael Danner, Sascha Braun, Kristiaan Schreve, Matthias Rätsch
Follow Me: Real-Time in the Wild Person Tracking Application for Autonomous Robotics. RoboCup (2017)
Lukas Schneider, Manuel Jasch, Björn Fröhlich, Thomas Weber, Uwe Franke, Marc Pollefeys, Matthias Rätsch
Multimodal Neural Networks: RGB-D for Semantic Segmentation and Object Detection. SCIA (1) (2017)
Sergey Triputen, Kristiaan Schreve, Viktor Tkachev, Matthias Rätsch
Closed-form Solution for IMU based LSD-SLAM Point Cloud Conversion into the Scaled 3D World Environment. CoRR (2017)
Patrik Huber, Guosheng Hu, Jose Rafael Tena, Pouria Mortazavian, Willem P. Koppen, William J. Christmas, Matthias Rätsch, Josef Kittler
A Multiresolution 3D Morphable Face Model and Fitting Framework. VISIGRAPP (4: VISAPP) (2016)
Michael Grupp, Philipp Kopp, Patrik Huber, Matthias Rätsch
A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a Human-Robot Environment. CoRR (2016)
Michael Grupp, Philipp Kopp, Patrik Huber, Matthias Rätsch
A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a Human-Robot Environment. RoboCup (2016)
Steffen Wittig, Uwe Kloos, Matthias Rätsch
Emotion Model Implementation for Parameterized Facial Animation in Human-Robot-Interaction. J. Comput. 11 (6) (2016)
Patrik Huber, William J. Christmas, Adrian Hilton, Josef Kittler, Matthias Rätsch
Real-time 3D face super-resolution from monocular in-the-wild videos. SIGGRAPH Posters (2016)
Patrik Huber, Philipp Kopp, Matthias Rätsch, William J. Christmas, Josef Kittler
3D Face Tracking and Texture Fusion in the Wild. CoRR (2016)
Patrik Huber, Zhen-Hua Feng, William J. Christmas, Josef Kittler, Matthias Rätsch
Fitting 3D Morphable Face Models using local features. ICIP (2015)
Steffen Wittig, Matthias Rätsch, Uwe Kloos
Parameterized Facial Animation for Socially Interactive Robots. Mensch & Computer (2015)
Patrik Huber, Zhen-Hua Feng, William J. Christmas, Josef Kittler, Matthias Rätsch
Fitting 3D Morphable Models using Local Features. CoRR (2015)
Peter Poschmann, Patrik Huber, Matthias Rätsch, Josef Kittler, Hans-Joachim Böhme
Fusion of Tracking Techniques to Enhance Adaptive Real-time Tracking of Arbitrary Objects. IHCI (2014)
Matthias Rätsch, Philip Quick, Patrik Huber, Tatjana Frank, Thomas Vetter
Wavelet Reduced Support Vector Regression for Efficient and Robust Head Pose Estimation. CRV (2012)
Matthias Rätsch, Clemens Blumer, Thomas Vetter, Gerd Teschke
Efficient object tracking by condentional and cascaded image sensing. Comput. Stand. Interfaces 34 (6) (2012)
Matthias Rätsch, Gerd Teschke, Sami Romdhani, Thomas Vetter
Wavelet Frame Accelerated Reduced Support Vector Machines. IEEE Trans. Image Process. 17 (12) (2008)
Matthias Rätsch, Sami Romdhani, Gerd Teschke, Thomas Vetter
Over-Complete Wavelet Approximation of a Support Vector Machine for Efficient Classification. DAGM-Symposium (2005)
Matthias Rätsch, Sami Romdhani, Thomas Vetter
Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features. DAGM-Symposium (2004)