Publications of the Augmented Vision Group at the DFKI Kaiserslautern

FlowFields++: Accurate Optical Flow Correspondences Meet Robust Interpolation
René Schuster, Christian Bailer, Oliver Wasenmüller, Didier Stricker
IEEE International Conference on Image Processing
Details | Link 1

Combined Framework for Real-Time Head Pose Estimation using Facial Landmark Detection and Salient Feature Tracking
Jilliam Maria Diaz Barros, Frederic Garcia, Bruno Mirbach, Kiran Varanasi, Didier Stricker
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP-2018), January 27-29, Funchal, Madeira, Portugal
Details | Link 1 | Link 2

Real-Time Head Pose Estimation by Tracking and Detection of Keypoints and Facial Landmarks
Jilliam Maria Diaz Barros, Bruno Mirbach, Frederic Garcia, Kiran Varanasi, Didier Stricker
Article
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Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set
Simon Duque Antón, Suneetha Kanoor, Daniel Fraunholz, Hans Dieter Schotten
Proceedings of the 13th International Conference on Availability, Reliability and Security International Conference on Availability, Reliability and Security (ARES-2018), August 27-30, Hamburg, Germany
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Learning 6DoF Object Poses from Synthetic Single Channel Images
Jason Raphael Rambach, Chengbiao Deng, Alain Pagani, Didier Stricker
IEEE International Symposium on Mixed and Augmented Reality (ISMAR-2018), 17th, October 16-20, München, Germany
Details | Link 1 | Link 2

Denoising of point-clouds based on structured dictionary learning
Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker
Eurographics Symposium on Geometry Processing (SGP-2018), July 7-11, Paris, France
Details | Link 1

Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning
Patrik Feth, Mohammed Naveed Akram, René Schuster, Oliver Wasenmüller
International Workshop on Artificial Intelligence Safety Engineering (WAISE-2018), located at SAFECOMP 2018, September 18, Västerås, Sweden
Details | Link 1

Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional Networks
Kripasindhu Sarkar, Basavaraj Hampiholi, Kiran Varanasi, Didier Stricker
Computer Vision -- ECCV 2018 European Conference on Computer Vision (ECCV-2018), September 8-14, Munich, Germany
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Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional Networks
Kripasindhu Sarkar, Basavaraj Hampiholi, Kiran Varanasi, Didier Stricker
European Conference on Computer Vision (ECCV-2018), September 8-14, Munich, Germany
Details | Link 1

Universal Web-Based Tracking for Augmented Reality Applications
Yannic Bonenberger, Jason Raphael Rambach, Alain Pagani, Didier Stricker
EuroVR (EuroVR-2018), October 22-23, London, United Kingdom
Details | Link 1

NRGA: Gravitational Approach for Non-Rigid Point Set Registration
Sk Aziz Ali, Vladislav Golyanik, Didier Stricker
International Conference on 3DVision (3DV-2018), September 5-8, Verona, Italy
Details | Link 1 | Link 2

HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model
Vladislav Golyanik, Soshi Shimada, Kiran Varanasi, Didier Stricker
EuroVR (EuroVR)
Details | Link 1

Classification of LIDAR Sensor Contaminations with Deep Neural Networks
Jyothish K. James, Georg Puhlfürst, Vladislav Golyanik, Didier Stricker
ACM Chapters Computer Science in Cars Symposium (CSCS-2018)
Details | Link 1

Structure-aware 3D Hand Pose Regression from a Single Depth Image
Muhammad Jameel Nawaz Malik, Ahmed Elhayek, Didier Stricker
EuroVR (EuroVR-2018), October 22-23, London, United Kingdom
Details | Link 1

DeepHPS: End-to-end Estimation of 3D Hand Pose and Shape by Learning from Synthetic Depth
Muhammad Jameel Nawaz Malik, Ahmed Elhayek, Fabrizio Nunnari, Kiran Varanasi, Kiarash Tamaddon, Alexis Heloir, Didier Stricker
International Conference on 3D Vision (3DVision-2018), September 5-8, Verona, Italy
Details | Link 1 | Link 2

Fully Automatic Multi-person Human Motion Capture for VR Applications
Ahmed Elhayek, Onorina Kovalenko, Pramod Murthy, Muhammad Jameel Nawaz Malik, Didier Stricker
EuroVR (EuroVR-2018), October 22-23, London, United Kingdom
Details | Link 1

Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation
Christian Bailer, Bertram Taetz, Didier Stricker
Article
Details | Link 1 | Link 2

Structured Low-Rank Matrix Factorization for Point-Cloud Denoising
Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker
International Conference on 3D Vision (3DVision-2018), September 5-8, Verona, Italy
Details | Link 1

Dense Scene Flow from Stereo Disparity and Optical Flow
René Schuster, Oliver Wasenmüller, Didier Stricker
Computer Science in Cars Symposium ACM Chapters Computer Science in Cars Symposium (CSCS-2018), September 13-14, Munich, Germany
Details | Link 1

Automated Scene Flow Data Generation for Training and Verification
Oliver Wasenmüller, René Schuster, Didier Stricker, Karl Leiss, Jürger Pfister, Oleksandra Ganus, Julian Tatsch, Artem Savkin, Nikolas Brasch
ACM Computer Science in Cars Symposium (CSCS) ACM Computer Science in Cars Symposium (CSCS-2018), Munich, Germany
Details | Link 1