Patrick Knöbelreiter

Dipl.-Ing., BSc

20142018
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Research Output 2014 2018

  • 4 Paper
  • 3 Conference contribution
  • 1 Article
2018

Learning Energy Based Inpainting for Optical Flow

Vogel, C., Knöbelreiter, P. & Pock, T., 4 Dec 2018.

Research output: Contribution to conferencePaperResearchpeer-review

Optical flows
Feature extraction
Neural networks
Data storage equipment

Robot localisation and 3D position estimation using a free-moving camera and cascaded convolutional neural networks

Mišeikis, J., Knöbelreiter, P., Brijacak, I., Yahyanejad, S., Glette, K., Elle, O. J. & Torresen, J., 30 Aug 2018, AIM 2018 - IEEE/ASME International Conference on Advanced Intelligent Mechatronics. Institute of Electrical and Electronics Engineers, Vol. 2018-July. p. 181-187 7 p. 8452236

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

Cameras
Robots
Neural networks
Sensors
Visual servoing

Self-Supervised Learning for Stereo Reconstruction on Aerial Images

Knöbelreiter, P., Vogel, C. & Pock, T., 22 Jul 2018.

Research output: Contribution to conferencePaperResearchpeer-review

Supervised learning
Antennas
Imaging techniques
2017

End-to-End Training of Hybrid CNN-CRF Models for Semantic Segmentation using Structured Learning

Colovic, A., Knöbelreiter, P., Shekhovtsov, A. & Pock, T., 6 Feb 2017.

Research output: Contribution to conferencePaperResearchpeer-review

Semantics
Neural networks
Image segmentation
Linear programming
Labeling

Scalable Full Flow with Learned Binary Descriptors

Munda, G., Shekhovtsov, A., Knöbelreiter, P. & Pock, T., 13 Sep 2017.

Research output: Contribution to conferencePaperResearchpeer-review

Costs
Optical flows
Image resolution
Neural networks
Data storage equipment
2016

End-to-End Training of Hybrid CNN-CRF Models for Stereo

Knöbelreiter, P., Reinbacher, C., Shekhovtsov, A. & Pock, T., 30 Nov 2016, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

File
Neural networks
Linear programming
Support vector machines
Costs
Processing

Learning Joint Demosaicing and Denoising Based on Sequential Energy Minimization

Klatzer, T., Hammernik, K., Knöbelreiter, P. & Pock, T., 13 May 2016, IEEE International Conference on Computational Photography (ICCP).

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

Open Access
File
Color
Image acquisition
Sensors
Image reconstruction
Image quality
2014

Automatic Fly-through Camera Animations for 3D Architectural Repositories

Knöbelreiter, P., Berndt, R., Ullrich, T. & Fellner, W-D., 2014, GRAPP 2014 - Proceedings of the 9th International Conference on Computer Graphics Theory and Applications,. ., p. 335-341

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