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Georg Waltner

Dipl.-Ing., BSc

20142020
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Research Output 2014 2020

  • 11 Conference contribution
  • 2 Article
2020

FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data

Krispel, G., Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2020, (Accepted/In press) IEEE Winter Conference on Applications of Computer Vision (WACV).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2019

HiBsteR: Hierarchical Boosted Deep Metric Learning for Image Retrieval

Waltner, G., Opitz, M., Possegger, H. & Bischof, H., 2019, IEEE Winter Conference on Applications of Computer Vision (WACV) .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semi-supervised Detector Training with Prototypes for Vehicle Detection

Waltner, G., Opitz, M., Krispel, G., Possegger, H. & Bischof, H., Jun 2019, (Accepted/In press) 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2018

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

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 7 Dec 2018, 2018 IEEE Intelligent Transportation Systems Conference, ITSC 2018. Institute of Electrical and Electronics Engineers, Vol. 2018-November. p. 3212-3217 6 p. 8569670

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computer vision
Cameras
Neural networks
Data storage equipment

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

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 2018, In : arXiv.org e-Print archive. 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly

Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to specialist publicationArticleResearchpeer-review

2017

BIER - Boosting Independent Embeddings Robustly

Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2017, International Conference on Computer Vision (ICCV).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2016

BaCoN: Building a Classifier from only N Samples

Waltner, G., Opitz, M. & Bischof, H., 2016, Proceedings of the 21st Computer Vision Winter Workshop. Čehovin, L., Mandeljc, R. & Štruc, V. (eds.). Ljubljana: Slovenian Pattern Recognition Society, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

File

Grid Loss: Detecting Occluded Faces

Opitz, M., Waltner, G., Poier, G., Possegger, H. & Bischof, H., 2016, European Conference on Computer Vision (ECCV).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

File
2015

Encoding based Saliency Detection for Videos and Images

Mauthner, T., Possegger, H., Waltner, G. & Bischof, H., 2015, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

MANGO - Mobile Augmented Reality with Functional Eating Guidance and Food Awareness

Waltner, G., Schwarz, M., Ladstätter, S., Weber, A., Luley, P., Bischof, H., Lindschinger, M., Schmid, I. & Paletta, L., 2015, New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops. ., p. 425-432

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2014

Improved Sport Activity Recognition using Spatio-temporal Context

Waltner, G., Mauthner, T. & Bischof, H., 2014, (Accepted/In press) Proc. DVS-Conference on Computer Science in Sport (DVS/GSSS). .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Indoor Activity Detection and Recognition for Automated Sport Games Analysis

Waltner, G., Mauthner, T. & Bischof, H., 2014, Workshop of the Austrian Association for Pattern Recognition. ., p. 1-4

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review