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 International Conference on Computer Vision Theory and Applications (VISAPP-18), 13th, January 27-29, Funchal, Madeira, Portugal
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ScaleNet: Scale Invariant Network for Semantic Segmentation in Urban Driving Scenes
Mohammad Dawud Ansari, Stephan Krauß, Oliver Wasenmüller, Didier Stricker
Proceedings of the 13th International Conference on Computer Vision Theory and Applications International Conference on Computer Vision Theory and Applications (VISAPP-18), 13th, January 27-29, Funchal, Madeira, Portugal
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 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
2018 IEEE Winter Conference on Applications of Computer Vision (WACV) 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) 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
International Conference on Image Processing IEEE International Conference on Image Processing (ICIP-2018), October 7-10, Athen, Greece
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) International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP-2018), International Conference on Computer Vision Theory and Applications, January 27-29, Funchal, Madeira, Portugal
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 Workshop on Frontiers in Availability, Reliability and Security (FARES-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
Proceedings of the 17th IEEE ISMAR 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 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
Proceedings of the 1st International Workshop on Artificial Intelligence Safety Engineering - WAISE 2018 International Workshop on Artificial Intelligence Safety Engineering (WAISE-2018), located at SAFECOMP 2018, September 18, Västerås, Sweden
Details | Link 1