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Computer Vision Group
TUM Department of Informatics
Technical University of Munich

Technical University of Munich

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Informatik IX
Chair of Computer Vision & Artificial Intelligence

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

Follow us on:
CVG Group DVL Group

News

02.10.2020

We have five papers accepted to 3DV 2020!

30.09.2020

Our effcient deep network architectures form the AI engine of the project Slow Down COVID-19 at Harvard.

24.07.2020

Our practical course "Vision-based Navigation" (WS18, SS19) by Dr. Vladyslav Usenko and Nikolaus Demmel was honored as best practical course in the academic year 2018/2019 by the department for Informatics.

07.05.2020

We are organizing a workshop on Map-based Localization for Autonomous Driving at ECCV 2020, Glasgow, UK.

13.04.2020

Daniel Cremers received an ERC Advanced Grant (3.5 Mio Euro) for pioneering frontier research from the European Research Council. This constitutes his fifth ERC grant.

More


Lingni Ma

AlumniTechnical University of Munich

Department of Informatics
Informatics 9
Boltzmannstrasse 3
85748 Garching
Germany

Fax: +49-89-289-17757
Office: 
Mail: lingni.ma@in.tum.de

Research Interests

RGB-D SLAM, 3D Dense Reconstruction, Deep Learning

Publications


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Journal Articles
2018
[]Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform (L. Ma, J. Stueckler, T. Wu and D. Cremers), In , 2018. ([arxiv]) [bibtex]
2015
[]Incremental and Batch Planar Simplification of Dense Point Cloud Maps (T. Whelan, L. Ma, E. Bondarev, P. de With and J. McDonald), In Robotics and Autonomous Systems (RAS) ECMR '13 Special Issue, North-Holland Publishing Co., volume 69, 2015.  [bibtex] [pdf] [video]
Conference and Workshop Papers
2017
[]De-noising, Stabilizing and Completing 3D Reconstructions On-the-go using Plane Priors (M. Dzitsiuk, J. Sturm, R. Maier, L. Ma and D. Cremers), In International Conference on Robotics and Automation (ICRA), 2017. ([video]) [bibtex] [pdf]
[]Multi-View Deep Learning for Consistent Semantic Mapping with RGB-D Cameras (L. Ma, J. Stueckler, C. Kerl and D. Cremers), In International Conference on Intelligent Robots and Systems (IROS), 2017.  [bibtex] [pdf]
2016
[]FuseNet: Incorporating Depth into Semantic Segmentation via Fusion-based CNN Architecture (C. Hazirbas, L. Ma, C. Domokos and D. Cremers), In Asian Conference on Computer Vision, 2016. ([code]) [bibtex] [pdf]
[]CPA-SLAM: Consistent Plane-Model Alignment for Direct RGB-D SLAM (L. Ma, C. Kerl, J. Stueckler and D. Cremers), In International Conference on Robotics and Automation (ICRA), 2016.  [bibtex] [pdf]
2013
[]Planar simplification and texturing of dense point cloud maps (L. Ma, T. Whelan, E. Bondarev, P. H. N. de With and J. McDonald), In Mobile Robots (ECMR), 2013 European Conference on, 2013.  [bibtex] [doi] [pdf] [video]
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Teaching

Summer Semester 2016

Lecture

Practical Course

Winter Semester 2015/16

Practical Course

Rechte Seite

Informatik IX
Chair of Computer Vision & Artificial Intelligence

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

Follow us on:
CVG Group DVL Group

News

02.10.2020

We have five papers accepted to 3DV 2020!

30.09.2020

Our effcient deep network architectures form the AI engine of the project Slow Down COVID-19 at Harvard.

24.07.2020

Our practical course "Vision-based Navigation" (WS18, SS19) by Dr. Vladyslav Usenko and Nikolaus Demmel was honored as best practical course in the academic year 2018/2019 by the department for Informatics.

07.05.2020

We are organizing a workshop on Map-based Localization for Autonomous Driving at ECCV 2020, Glasgow, UK.

13.04.2020

Daniel Cremers received an ERC Advanced Grant (3.5 Mio Euro) for pioneering frontier research from the European Research Council. This constitutes his fifth ERC grant.

More