Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Lukas Liebel

Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification

Nov 23, 2020
Chunping Qiu, Lukas Liebel, Lloyd H. Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu

* This work has been accepted by IEEE GRSL for publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

  Access Paper or Ask Questions

A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas

Apr 07, 2020
Lukas Liebel, Ksenia Bittner, Marco Körner

* This paper was accepted for publication in the ISPRS Journal of Photogrammetry and Remote Sensing 

  Access Paper or Ask Questions

Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and Opportunities

Feb 19, 2020
Michael Schmitt, Jonathan Prexl, Patrick Ebel, Lukas Liebel, Xiao Xiang Zhu

* 8 pages, 6 figures 

  Access Paper or Ask Questions

MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification

Jul 25, 2019
Lukas Liebel, Marco Körner

* Accepted for presentation at the IEEE Intelligent Transportation Systems Conference (ITSC) 2019 

  Access Paper or Ask Questions

Auxiliary Tasks in Multi-task Learning

May 17, 2018
Lukas Liebel, Marco Körner

* fixed minor typesetting issue 

  Access Paper or Ask Questions

Evaluation of CNN-based Single-Image Depth Estimation Methods

May 03, 2018
Tobias Koch, Lukas Liebel, Friedrich Fraundorfer, Marco Körner

  Access Paper or Ask Questions