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Robustness of Object Detectors in Degrading Weather Conditions


Jun 16, 2021
Muhammad Jehanzeb Mirza, Cornelius Buerkle, Julio Jarquin, Michael Opitz, Fabian Oboril, Kay-Ulrich Scholl, Horst Bischof

* Accepted for publication at ITSC 2021 

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FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data


Dec 19, 2019
Georg Krispel, Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof

* Accepted for publication in WACV 2020 

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Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization


Aug 02, 2019
Christian Payer, Darko Štern, Horst Bischof, Martin Urschler

* MIDL 2019 [arXiv:1907.08612] 

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MURAUER: Mapping Unlabeled Real Data for Label AUstERity


Dec 05, 2018
Georg Poier, Michael Opitz, David Schinagl, Horst Bischof

* WACV 2019; Project page at https://poier.github.io/murauer 

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Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks


Jul 30, 2018
Christian Payer, Darko Štern, Thomas Neff, Horst Bischof, Martin Urschler

* Accepted for ORAL presentation at MICCAI 2018 

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Learning Pose Specific Representations by Predicting Different Views


May 23, 2018
Georg Poier, David Schinagl, Horst Bischof

* CVPR 2018 (Spotlight); Project Page at https://poier.github.io/PreView/ 

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Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems


May 11, 2018
Georg Waltner, Michael Maurer, Thomas Holzmann, Patrick Ruprecht, Michael Opitz, Horst Possegger, Friedrich Fraundorfer, Horst Bischof

* Submitted to the IEEE International Conference on Intelligent Transportation Systems 2018 (ITSC), 6 pages, 4 figures; changed format in compliance with adapted IEEE template 

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Prioritized Multi-View Stereo Depth Map Generation Using Confidence Prediction


Mar 22, 2018
Christian Mostegel, Friedrich Fraundorfer, Horst Bischof

* This paper was accepted to ISPRS Journal of Photogrammetry and Remote Sensing (https://www.journals.elsevier.com/isprs-journal-of-photogrammetry-and-remote-sensing) on March 21, 2018. The official version will be made available on ScienceDirect (https://www.sciencedirect.com

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Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly


Jan 15, 2018
Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof

* Extension to our paper BIER: Boosting Independent Embeddings Robustly (ICCV 2017 oral) - submitted to PAMI 

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OctNetFusion: Learning Depth Fusion from Data


Oct 31, 2017
Gernot Riegler, Ali Osman Ulusoy, Horst Bischof, Andreas Geiger

* 3DV 2017, https://github.com/griegler/octnetfusion 

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Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity


May 02, 2017
Christian Mostegel, Rudolf Prettenthaler, Friedrich Fraundorfer, Horst Bischof

* This paper was accepted to the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. The copyright was transfered to IEEE (ieee.org). The official version of the paper will be made available on IEEE Xplore (R) (ieeexplore.ieee.org). This version of the paper also contains the supplementary material, which will not appear IEEE Xplore (R) 

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PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation


Mar 01, 2017
Georg Poier, Markus Seidl, Matthias Zeppelzauer, Christian Reinbacher, Martin Schaich, Giovanna Bellandi, Alberto Marretta, Horst Bischof

* CBMI Submission; Dataset and more information can be found at http://lrs.icg.tugraz.at/research/petroglyphsegmentation/ 

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Grid Loss: Detecting Occluded Faces


Sep 01, 2016
Michael Opitz, Georg Waltner, Georg Poier, Horst Possegger, Horst Bischof

* accepted to ECCV 2016 

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A Deep Primal-Dual Network for Guided Depth Super-Resolution


Jul 28, 2016
Gernot Riegler, David Ferstl, Matthias Rüther, Horst Bischof

* BMVC 2016 

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ATGV-Net: Accurate Depth Super-Resolution


Jul 27, 2016
Gernot Riegler, Matthias Rüther, Horst Bischof

* ECCV 2016 

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UAV-based Autonomous Image Acquisition with Multi-View Stereo Quality Assurance by Confidence Prediction


May 06, 2016
Christian Mostegel, Markus Rumpler, Friedrich Fraundorfer, Horst Bischof

* This paper was accepted to the 7th International Workshop on Computer Vision in Vehicle Technology (CVVT 2016) and will appear in IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2016. The copyright was transferred to IEEE (ieee.org). The paper will be available on IEEE Xplore(ieeexplore.ieee.org). This version of the paper also contains the supplementary material 

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Using Self-Contradiction to Learn Confidence Measures in Stereo Vision


Apr 18, 2016
Christian Mostegel, Markus Rumpler, Friedrich Fraundorfer, Horst Bischof

* This paper was accepted to the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. The copyright was transfered to IEEE (https://www.ieee.org). The official version of the paper will be made available on IEEE Xplore (R) (http://ieeexplore.ieee.org). This version of the paper also contains the supplementary material, which will not appear IEEE Xplore (R) 

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Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties


Oct 27, 2015
Georg Poier, Konstantinos Roditakis, Samuel Schulter, Damien Michel, Horst Bischof, Antonis A. Argyros

* BMVC 2015 (oral); see also http://lrs.icg.tugraz.at/research/hybridhape/ 

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Building with Drones: Accurate 3D Facade Reconstruction using MAVs


Feb 25, 2015
Shreyansh Daftry, Christof Hoppe, Horst Bischof

* 8 Pages, 2015 IEEE International Conference on Robotics and Automation (ICRA '15), Seattle, WA, USA 

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Indoor Activity Detection and Recognition for Sport Games Analysis


Apr 25, 2014
Georg Waltner, Thomas Mauthner, Horst Bischof

* Part of the OAGM 2014 proceedings (arXiv:1404.3538) 

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Geometric Abstraction from Noisy Image-Based 3D Reconstructions


Apr 19, 2014
Thomas Holzmann, Christof Hoppe, Stefan Kluckner, Horst Bischof

* Part of the OAGM 2014 proceedings (arXiv:1404.3538) 

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Revisiting loss-specific training of filter-based MRFs for image restoration


Jan 16, 2014
Yunjin Chen, Thomas Pock, René Ranftl, Horst Bischof

* 10 pages, 2 figures, appear at 35th German Conference, GCPR 2013, Saarbr\"ucken, Germany, September 3-6, 2013. Proceedings 

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Learning $\ell_1$-based analysis and synthesis sparsity priors using bi-level optimization


Jan 16, 2014
Yunjin Chen, Thomas Pock, Horst Bischof

* 5 pages, 1 figure, appear at the Workshop on Analysis Operator Learning vs. Dictionary Learning, NIPS 2012 

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