Matthias Rätsch
Orcid: 0000-0002-8254-8293
According to our database1,
Matthias Rätsch
authored at least 41 papers
between 2004 and 2024.
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Bibliography
2024
Personalized clothing recommendation fusing the 4-season color system and users' biological characteristics.
Multim. Tools Appl., February, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 62nd Annual Conference of the Society of Instrument and Control Engineers, 2023
Proceedings of the 62nd Annual Conference of the Society of Instrument and Control Engineers, 2023
Proceedings of the 20th International Conference on Informatics in Control, 2023
Towards Equitable AI in HR: Designing a Fair, Reliable, and Transparent Human Resource Management Application.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023
GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023
2022
Semantic Risk-aware Costmaps for Robots in Industrial Applications using Deep Learning on Abstracted Safety Classes from Synthetic Data.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
2021
IEEE Trans. Syst. Man Cybern. Syst., 2021
Multim. Tools Appl., 2021
Deep Learning-based EEG Detection of Mental Alertness States from Drivers under Ethical Aspects.
Proceedings of the ICAAI 2021: The 5th International Conference on Advances in Artificial Intelligence, Virtual Event, United Kingdom, November 20, 2021
2020
Who Loves Virtue as much as He Loves Beauty?: Deep Learning based Estimator for Aesthetics of Portraits.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
2019
Efficient and Robust 3D Object Reconstruction Based on Monocular SLAM and CNN Semantic Segmentation.
Proceedings of the RoboCup 2019: Robot World Cup XXIII [Sydney, 2019
2018
Multim. Tools Appl., 2018
Face naming in news images via multiple instance learning and hybrid recurrent convolutional neural network.
J. Electronic Imaging, 2018
Methodology to analyze the accuracy of 3D objects reconstructed with collaborative robot based monocular LSD-SLAM.
CoRR, 2018
Conformal Mapping of a 3D Face Representation onto a 2D Image for CNN Based Face Recognition.
Proceedings of the 2018 International Conference on Biometrics, 2018
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
2017
IEEE Signal Process. Lett., 2017
Closed-form Solution for IMU based LSD-SLAM Point Cloud Conversion into the Scaled 3D World Environment.
CoRR, 2017
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017
Follow Me: Real-Time in the Wild Person Tracking Application for Autonomous Robotics.
Proceedings of the RoboCup 2017: Robot World Cup XXI [Nagoya, Japan, July 27-31, 2017]., 2017
2016
Emotion Model Implementation for Parameterized Facial Animation in Human-Robot-Interaction.
J. Comput., 2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2016
A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a Human-Robot Environment.
Proceedings of the RoboCup 2016: Robot World Cup XX [Leipzig, Germany, June 30, 2016
2015
Proceedings of the Mensch und Computer 2015, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Fusion of Tracking Techniques to Enhance Adaptive Real-time Tracking of Arbitrary Objects.
Proceedings of the 6th International Conference on Intelligent Human Computer Interaction, 2014
2012
Comput. Stand. Interfaces, 2012
Wavelet Reduced Support Vector Regression for Efficient and Robust Head Pose Estimation.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
2008
IEEE Trans. Image Process., 2008
2005
Over-Complete Wavelet Approximation of a Support Vector Machine for Efficient Classification.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005
2004
Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004