Publications of the Augmented Vision Group at the DFKI Kaiserslautern

SceneFlowFields: Dense Interpolation of Sparse Scene Flow Correspondences
authors René Schuster, Oliver Wasenmüller, Georg Kuschk, Christian Bailer, Didier Stricker, and
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
authors Mohamed Selim, Suraj Sundararajan, Alain Pagani, Didier Stricker,, and
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
authors Mohammad Dawud Ansari, Stephan Krauß, Oliver Wasenmüller, Didier Stricker, and
International Conference on Computer Vision Theory and Applications (VISAPP-18), 13th, January 27-29, Funchal, Madeira, Portugal
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3D Shape Processing by Convolutional Denoising Autoencoders on Local Patches
authors Kripasindhu Sarkar, Kiran Varanasi, Didier Stricker, and
IEEE Winter Conference on Applications of Computer Vision (WACV-18), March 12-15, Lake Tahoe, NV, USA
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Accelerated DNA-SLAM for RGB-D images
authors Mina Ameli, Oliver Wasenmüller, Mohammad Reza Soheili, Jamshid Shanbehzadeh, Didier Stricker, and
ACM International Conference on Image and Graphics Processing (ICIGP-2018), February 24-26, Hong Kong, China
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Combined Framework for Real-Time Head Pose Estimation using Facial Landmark Detection and Salient Feature Tracking
authors Jilliam Maria Diaz Barros, Frederic Garcia, Bruno Mirbach, Kiran Varanasi, Didier Stricker,, and
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP-2018), January 27-29, Funchal, Madeira, Portugal
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Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set
authors 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
authors Jason Raphael Rambach, Chengbiao Deng, Alain Pagani, Didier Stricker,, and
IEEE International Symposium on Mixed and Augmented Reality (ISMAR-2018), 17th, October 16-20, München, Germany
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Denoising of point-clouds based on structured dictionary learning
authors Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker, and
Eurographics Symposium on Geometry Processing (SGP-2018), July 7-11, Paris, France
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Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning
authors 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
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Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional Networks
authors Kripasindhu Sarkar, Basavaraj Hampiholi, Kiran Varanasi, Didier Stricker, and
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
authors Kripasindhu Sarkar, Basavaraj Hampiholi, Kiran Varanasi, Didier Stricker, and
European Conference on Computer Vision (ECCV-2018), September 8-14, Munich, Germany
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NRGA: Gravitational Approach for Non-Rigid Point Set Registration
authors Sk Aziz Ali, Vladislav Golyanik, Didier Stricker, and
International Conference on 3DVision (3DV-2018), September 5-8, Verona, Italy
Details | Link 1 | Link 2