Publications of the Augmented Vision Group at the DFKI Kaiserslautern

SceneFlowFields: Dense Interpolation of Sparse Scene Flow Correspondences
René Schuster, Oliver Wasenmüller, Georg Kuschk, Christian Bailer, Didier Stricker
IEEE Winter Conference on Applications of Computer Vision (WACV-18), March 12-14, Lake Tahoe, NV/CA, USA
Details | Link 1

Image Quality-Aware Deep Networks Ensemble for Efficient Gender Recognition in the Wild
Mohamed Selim, Suraj Sundararajan, Alain Pagani, Didier Stricker
International Conference on Computer Vision Theory and Applications (VISAPP-18), 13th, January 27-29, Funchal, Madeira, Portugal
Details

ScaleNet: Scale Invariant Network for Semantic Segmentation in Urban Driving Scenes
Mohammad Dawud Ansari, Stephan Krauß, Oliver Wasenmüller, Didier Stricker
International Conference on Computer Vision Theory and Applications (VISAPP-18), 13th, January 27-29, Funchal, Madeira, Portugal
Details | Link 1 | Link 2

6DoF Object Tracking based on 3D Scans for Augmented Reality Remote Live Support
Jason Raphael Rambach, Alain Pagani, Michael Schneider, Oleksandr Artemenko, Didier Stricker
Article
Details | Link 1 | Link 2

Combining Stereo Disparity and Optical Flow for Basic Scene Flow
René Schuster, Christian Bailer, Oliver Wasenmüller, Didier Stricker
Commercial Vehicle Technology Symposium (CVT-18), March 13-15, Kaiserslautern, Germany
Details | Link 1

Fusion of Keypoint Tracking and Facial Landmark Detection for Real-Time Head Pose Estimation
Jilliam Maria Diaz Barros, Bruno Mirbach, Frederic Garcia, Kiran Varanasi, Didier Stricker
IEEE Winter Conference on Applications of Computer Vision (WACV-18), March 12-15, Lake Tahoe, NV/CA, USA
Details | Link 1 | Link 2 | Link 3 | Link 4 | Link 5 | Link 6

3D Shape Processing by Convolutional Denoising Autoencoders on Local Patches
Kripasindhu Sarkar, Kiran Varanasi, Didier Stricker
IEEE Winter Conference on Applications of Computer Vision (WACV-18), March 12-15, Lake Tahoe, NV, USA
Details | Link 1

Accelerated DNA-SLAM for RGB-D images
Mina Ameli, Oliver Wasenmüller, Mohammad Reza Soheili, Jamshid Shanbehzadeh, Didier Stricker
ACM International Conference on Image and Graphics Processing (ICIGP-2018), February 24-26, Hong Kong, China
Details | Link 1

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
Details | Link 1 | Link 2

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