ICG/Research/Team Pock/Team

Patrick Knöbelreiter

I have received my Master's degree in Computer Science in 2015 from Graz University of Technology on the topic "Interactive Semantic Segmentation on Aerial Images". Currently, I am a PhD student at the Institute of Computer Graphics and Vision supervised by Prof. Thomas Pock. My research interests include machine learning and optimization with applications to dense image matching like stereo and optical flow. 

News

  • May 19th: Code for our CVPR 2017 paper End-to-End Training of Hybrid CNN-CRF Models for Stereo is online. You can find it here

Publications

Christoph Vogel, Patrick Knöbelreiter and Thomas Pock Learning Energy Based Inpainting for Optical Flow Show publication in PURE
Patrick Knöbelreiter, Christoph Vogel and Thomas Pock Self-Supervised Learning for Stereo Reconstruction on Aerial Images Show publication in PURE
Justinas Mišeikis, Patrick Knöbelreiter, Inka Brijacak, Saeed Yahyanejad, Kyrre Glette, Ole Jakob Elle and Jim Torresen Robot localisation and 3D position estimation using a free-moving camera and cascaded convolutional neural networks Robot localisation and 3D position estimation using a free-moving camera and cascaded convolutional neural networks 181-187 Show publication in PURE
Aleksander Colovic, Patrick Knöbelreiter, Alexander Shekhovtsov and Thomas Pock End-to-End Training of Hybrid CNN-CRF Models for Semantic Segmentation using Structured Learning Show publication in PURE
Gottfried Munda, Alexander Shekhovtsov, Patrick Knöbelreiter and Thomas Pock Scalable Full Flow with Learned Binary Descriptors Show publication in PURE
Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov and Thomas Pock End-to-End Training of Hybrid CNN-CRF Models for Stereo Show publication in PURE
Teresa Klatzer, Kerstin Hammernik, Patrick Knöbelreiter and Thomas Pock Learning Joint Demosaicing and Denoising Based on Sequential Energy Minimization Learning Joint Demosaicing and Denoising Based on Sequential Energy Minimization Show publication in PURE
Patrick Knöbelreiter, René Berndt, Torsten Ullrich and Wolf-Dietrich Fellner Automatic Fly-through Camera Animations for 3D Architectural Repositories Automatic Fly-through Camera Animations for 3D Architectural Repositories 335-341 Show publication in PURE
Contact
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Patrick Knöbelreiter, MSc 
Inffeldgasse 16/II
8010 Graz, Austria
mail:  knoebelreiternoSpam@icg.tugraz.at
phone:  +43 316 873-5041