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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


Visual SLAM

In Simultaneous Localization And Mapping, we track the pose of the sensor while creating a map of the environment. In particular, our group has a strong focus on direct methods, where, contrary to the classical pipeline of feature extraction and matching, we directly optimize intensity errors.

Our experience includes various sensor modalities, such as monocular, stereo and RGB-D cameras, but also visual-inertial setups. Besides our research for new methods, we provide public datasets for evaluation.

If you are interested in the wider area of SLAM, chances are that our interests overlap with yours. We would be happy to hear from you!

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2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2020
Book Chapters
[]TUM Flyers: Vision—Based MAV Navigation for Systematic Inspection of Structures (V. Usenko, L. von Stumberg, J. Stückler and D. Cremers), Chapter in Bringing Innovative Robotic Technologies from Research Labs to Industrial End-users (F. Caccavale, C. Ott, B. Winkler, Z. Taylor, eds.), Springer International Publishing, 2020.  [bibtex] [doi]
[] RGB-D Vision (R. Maier and D. Cremers), Chapter in Encyclopedia of Robotics (M.H. Ang, O. Khatib, B. Siciliano, eds.), Springer Berlin Heidelberg, 2020.  [bibtex] [pdf] [doi]
Journal Articles
[]GN-Net: The Gauss-Newton Loss for Multi-Weather Relocalization (L. von Stumberg, P. Wenzel, Q. Khan and D. Cremers), In IEEE Robotics and Automation Letters (RA-L), volume 5, 2020. ([arxiv][video][project page][supplementary]) [bibtex]
[]Visual-Inertial Mapping with Non-Linear Factor Recovery (V. Usenko, N. Demmel, D. Schubert, J. Stueckler and D. Cremers), In IEEE Robotics and Automation Letters (RA-L) & Int. Conference on Intelligent Robotics and Automation (ICRA), IEEE, volume 5, 2020. ([arxiv]) [bibtex] [doi] [pdf]
Conference and Workshop Papers
[]Distributed Photometric Bundle Adjustment (N Demmel, M Gao, E Laude, T Wu and D Cremers), In International Conference on 3D Vision (3DV), 2020. (to appear) [bibtex]Oral Presentation
[]4Seasons: A Cross-Season Dataset for Multi-Weather SLAM in Autonomous Driving (P. Wenzel, R. Wang, N. Yang, Q. Cheng, Q. Khan, L. von Stumberg, N. Zeller and D. Cremers), In Proceedings of the German Conference on Pattern Recognition (GCPR), 2020. ([arXiv][video]) [bibtex] [pdf]
[]DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF Relocalization (J. Du, R. Wang and D. Cremers), In European Conference on Computer Vision (ECCV), 2020. ([project page][code][supplementary][arxiv]) [bibtex] [pdf]Spotlight Presentation
[]D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry (N. Yang, L. von Stumberg, R. Wang and D. Cremers), In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.  [bibtex] [arXiv:2003.01060] [pdf]Oral Presentation
[]Efficient Derivative Computation for Cumulative B-Splines on Lie Groups (C. Sommer, V. Usenko, D. Schubert, N. Demmel and D. Cremers), In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.  [bibtex] [doi] [arXiv:1911.08860] [pdf]Oral Presentation
[]DirectShape: Photometric Alignment of Shape Priors for Visual Vehicle Pose and Shape Estimation (R. Wang, N. Yang, J. Stueckler and D. Cremers), In Proc. of the IEEE International Conference on Robotics and Automation (ICRA), 2020. ([video][presentation][project page][supplementary][arxiv]) [bibtex] [pdf]
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2019
Book Chapters
[]A Review and Quantitative Evaluation of Direct Visual–Inertial Odometry (L. von Stumberg, V. Usenko and D. Cremers), Chapter in Multimodal Scene Understanding (M. Yang, B. Rosenhahn, V. Murino, eds.), Academic Press, 2019.  [bibtex] [doi]
Conference and Workshop Papers
[]Visual-inertial sensor fusion with a bio-inspired polarization compass for navigation of MAVs (F. Steidle, W. Stürzl and R. Triebel), In 11th International Micro Air Vehicle Competition and Conference (IMAV), 2019.  [bibtex]
[]Rolling-Shutter Modelling for Visual-Inertial Odometry (D. Schubert, N. Demmel, L. von Stumberg, V. Usenko and D. Cremers), In International Conference on Intelligent Robots and Systems (IROS), 2019. ([arxiv]) [bibtex] [pdf]
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2018
Journal Articles
[]Omnidirectional DSO: Direct Sparse Odometry with Fisheye Cameras (H. Matsuki, L. von Stumberg, V. Usenko, J. Stueckler and D. Cremers), In IEEE Robotics and Automation Letters & Int. Conference on Intelligent Robots and Systems (IROS), IEEE, 2018. ([arxiv]) [bibtex] [pdf]
[]Online Photometric Calibration of Auto Exposure Video for Realtime Visual Odometry and SLAM (P. Bergmann, R. Wang and D. Cremers), In IEEE Robotics and Automation Letters (RA-L), volume 3, 2018. (This paper was also selected by ICRA'18 for presentation at the conference.[arxiv][video][code][project]) [bibtex] [pdf]ICRA'18 Best Vision Paper Award - Finalist
[]Challenges in Monocular Visual Odometry: Photometric Calibration, Motion Bias and Rolling Shutter Effect (N. Yang, R. Wang, X. Gao and D. Cremers), In In IEEE Robotics and Automation Letters (RA-L) & Int. Conference on Intelligent Robots and Systems (IROS), volume 3, 2018. ([arxiv]) [bibtex] [doi] [pdf]
[]Direct Sparse Odometry (J. Engel, V. Koltun and D. Cremers), In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018.  [bibtex] [pdf]
Conference and Workshop Papers
[]The Double Sphere Camera Model (V. Usenko, N. Demmel and D. Cremers), In Proc. of the Int. Conference on 3D Vision (3DV), 2018. ([arxiv]) [bibtex] [arXiv:1807.08957] [pdf]
[]Direct Sparse Odometry With Rolling Shutter (D. Schubert, N. Demmel, V. Usenko, J. Stueckler and D. Cremers), In European Conference on Computer Vision (ECCV), 2018. ([supplementary][arxiv]) [bibtex] [pdf]Oral Presentation
[]Deep Virtual Stereo Odometry: Leveraging Deep Depth Prediction for Monocular Direct Sparse Odometry (N. Yang, R. Wang, J. Stueckler and D. Cremers), In European Conference on Computer Vision (ECCV), 2018. ([arxiv],[supplementary],[video],[talk],[project]) [bibtex]Oral Presentation
[]LDSO: Direct Sparse Odometry with Loop Closure (X. Gao, R. Wang, N. Demmel and D. Cremers), In International Conference on Intelligent Robots and Systems (IROS), 2018. ([arxiv][video][code][project]) [bibtex]
[]The TUM VI Benchmark for Evaluating Visual-Inertial Odometry (D. Schubert, T. Goll, N. Demmel, V. Usenko, J. Stueckler and D. Cremers), In International Conference on Intelligent Robots and Systems (IROS), 2018. ([arxiv]) [bibtex] [pdf]
[]Direct Sparse Visual-Inertial Odometry using Dynamic Marginalization (L. von Stumberg, V. Usenko and D. Cremers), In International Conference on Robotics and Automation (ICRA), 2018. ([supplementary][video][arxiv]) [bibtex] [pdf]
[]StaticFusion: Background Reconstruction for Dense RGB-D SLAM in Dynamic Environments (R Scona, M Jaimez, YR. Petillot, M Fallon and D Cremers), In 2018 IEEE International Conference on Robotics and Automation, ICRA 2018, Brisbane, Australia, May 21-25, 2018, IEEE, 2018.  [bibtex]
[]Joint Representation of Primitive and Non-primitive Objects for 3D Vision (C. Sommer and D. Cremers), In 2018 International Conference on 3D Vision, 3DV 2018, Verona, Italy, September 5-8, 2018, IEEE Computer Society, 2018.  [bibtex] [doi]
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2017
Conference and Workshop Papers
[]Keyframe-Based Visual-Inertial Online SLAM with Relocalization (A. Kasyanov, F. Engelmann, J. Stueckler and B. Leibe), In IEEE/RSJ Int. Conference on Intelligent Robots and Systems, IROS, 2017.  [bibtex]
[]Efficient Online Surface Correction for Real-time Large-Scale 3D Reconstruction (R. Maier, R. Schaller and D. Cremers), In British Machine Vision Conference (BMVC), 2017. ([poster] [supplementary]) [bibtex] [pdf]
[]From Monocular SLAM to Autonomous Drone Exploration (L. von Stumberg, V. Usenko, J. Engel, J. Stueckler and D. Cremers), In European Conference on Mobile Robots (ECMR), 2017.  [bibtex] [pdf]
[]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]
[]Real-time variational stereo reconstruction with applications to large-scale dense SLAM (G. Kuschk, A. Bozic and D. Cremers), In IEEE Intelligent Vehicles Symposium, IV 2017, Los Angeles, CA, USA, June 11-14, 2017, IEEE, 2017.  [bibtex]
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2016
Conference and Workshop Papers
[]Scaling the world of monocular SLAM with INS-measurements for UAS navigation (D. Bender, F. Rouatbi, M. Schikora, D. Cremers and W. Koch), In 19th International Conference on Information Fusion, FUSION 2016, Heidelberg, Germany, July 5-8, 2016, IEEE, 2016.  [bibtex]
[]Direct Sparse Odometry (J. Engel, V. Koltun and D. Cremers), In arXiv:1607.02565, 2016.  [bibtex] [pdf]
[]A Photometrically Calibrated Benchmark For Monocular Visual Odometry (J. Engel, V. Usenko and D. Cremers), In arXiv:1607.02555, 2016.  [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]
[]Direct Visual-Inertial Odometry with Stereo Cameras (V. Usenko, J. Engel, J. Stueckler and D. Cremers), In International Conference on Robotics and Automation (ICRA), 2016.  [bibtex] [pdf] [video]
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2015
Journal Articles
[]Multi-Layered Mapping and Navigation for Autonomous Micro Aerial Vehicles (D. Droeschel, M. Nieuwenhuisen, M. Beul, J. Stueckler, D. Holz and S. Behnke), In Journal of Field Robotics, 2015. (to appear) [bibtex]
[]Fast Visual Odometry for 3-D Range Sensors (M. Jaimez and J. Gonzalez-Jimenez), In IEEE Transactions on Robotics, volume 31, 2015. ([video]) [bibtex] [pdf]
Conference and Workshop Papers
[]Dense Continuous-Time Tracking and Mapping with Rolling Shutter RGB-D Cameras (C. Kerl, J. Stueckler and D. Cremers), In IEEE International Conference on Computer Vision (ICCV), 2015. ([video][supplementary][datasets]) [bibtex] [pdf]
[]Reconstructing Street-Scenes in Real-Time From a Driving Car (V. Usenko, J. Engel, J. Stueckler and D. Cremers), In Proc. of the Int. Conference on 3D Vision (3DV), 2015.  [bibtex] [pdf]
[]Large-Scale Direct SLAM for Omnidirectional Cameras (D. Caruso, J. Engel and D. Cremers), In International Conference on Intelligent Robots and Systems (IROS), 2015.  [bibtex] [pdf] [video]
[]Large-Scale Direct SLAM with Stereo Cameras (J. Engel, J. Stueckler and D. Cremers), In International Conference on Intelligent Robots and Systems (IROS), 2015.  [bibtex] [pdf] [video]
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2014
Journal Articles
[] Multi-Resolution Surfel Maps for Efficient Dense 3D Modeling and Tracking (J. Stueckler and S. Behnke), In Journal of Visual Communication and Image Representation, volume 25, 2014.  [bibtex] [pdf] [doi]
[]Scale-Aware Navigation of a Low-Cost Quadrocopter with a Monocular Camera (J. Engel, J. Sturm and D. Cremers), In Robotics and Autonomous Systems (RAS), volume 62, 2014.  [bibtex] [pdf]
Conference and Workshop Papers
[] Local multi-resolution representation for 6D motion estimation and mapping with a continuously rotating 3D laser scanner (D. Droeschel, J. Stueckler and S. Behnke), In Proc. of the IEEE Int. Conf. on Robotics and Automation (ICRA), 2014.  [bibtex] [pdf] [doi]
[] Combining the Strengths of Sparse Interest Point and Dense Image Registration for RGB-D Odometry (J. Stueckler, A. Gutt and S. Behnke), In Proc. of the Joint 45th International Symposium on Robotics (ISR) and 8th German Conference on Robotics (ROBOTIK), 2014.  [bibtex] [pdf]
[] Local Multi-Resolution Surfel Grids for MAV Motion Estimation and 3D Mapping (D. Droeschel, J. Stueckler and S. Behnke), In Proc. of the 13th International Conference on Intelligent Autonomous Systems (IAS), 2014.  [bibtex] [pdf]
[]Visual-Inertial Navigation for a Camera-Equipped 25g Nano-Quadrotor (O. Dunkley, J. Engel, J. Sturm and D. Cremers), In IROS2014 Aerial Open Source Robotics Workshop, 2014.  [bibtex] [pdf] [video]
[]Submap-based Bundle Adjustment for 3D Reconstruction from RGB-D Data (R. Maier, J. Sturm and D. Cremers), In German Conference on Pattern Recognition (GCPR), 2014. ([slides]) [bibtex] [pdf]Oral Presentation
[]Semi-Dense Visual Odometry for AR on a Smartphone (T. Schöps, J. Engel and D. Cremers), In International Symposium on Mixed and Augmented Reality, 2014.  [bibtex] [pdf] [video]Best Short Paper Award
[]LSD-SLAM: Large-Scale Direct Monocular SLAM (J. Engel, T. Schöps and D. Cremers), In European Conference on Computer Vision (ECCV), 2014.  [bibtex] [pdf] [video]Oral Presentation
[]Collision Avoidance for Quadrotors with a Monocular Camera (H. Alvarez, L.M. Paz, J. Sturm and D. Cremers), In Proc. of The 12th International Symposium on Experimental Robotics (ISER), 2014.  [bibtex] [pdf]
[]Volumetric 3D Mapping in Real-Time on a CPU (F. Steinbruecker, J. Sturm and D. Cremers), In International Conference on Robotics and Automation (ICRA), 2014.  [bibtex] [pdf]
[]Event-based 3D SLAM with a depth-augmented dynamic vision sensor (D. B. AD. CJ. C D. Weikersdorfer), In International Conference on Robotics and Automation (ICRA), 2014.  [bibtex] [pdf]
Other Publications
[]Visual Inertial Control of a Nano-Quadrotor (OMW Dunkley), Master's thesis, Technical University Munich, 2014.  [bibtex] [pdf]
[]Monocular Visual Inertial Odometry on a Mobile Device (M. Shelley), Master's thesis, Technical University Munich, 2014.  [bibtex] [pdf] [video]
[]Semi-dense visual SLAM on mobile devices (T Schöps), Master's thesis, Technical University Munich, 2014.  [bibtex] [pdf] [video]
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2013
Journal Articles
[]3D Mapping with an RGB-D Camera (F. Endres, J. Hess, J. Sturm, D. Cremers and W. Burgard), In IEEE Transactions on Robotics (T-RO), volume 30, 2013.  [bibtex] [pdf]
Conference and Workshop Papers
[] Hierarchical Object Discovery and Dense Modelling From Motion Cues in RGB-D Video (J. Stueckler and S. Behnke), In Proc. of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), IJCAI/AAAI, 2013.  [bibtex] [pdf]
[] Joint detection and pose tracking of multi-resolution surfel models in RGB-D (M. McElhone, J. Stueckler and S. Behnke), In Proc. of the European Conference on Mobile Robots (ECMR), IEEE, 2013.  [bibtex] [pdf]
[] Multi-resolution surfel mapping and real-time pose tracking using a continuously rotating 2D laser scanner (M. Schadler, J. Stueckler and S. Behnke), In Proc. of the IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR), 2013.  [bibtex] [pdf] [doi]
[]Large-Scale Multi-Resolution Surface Reconstruction from RGB-D Sequences (F. Steinbruecker, C. Kerl, J. Sturm and D. Cremers), In IEEE International Conference on Computer Vision (ICCV), 2013.  [bibtex] [pdf]
[]Semi-Dense Visual Odometry for a Monocular Camera (J. Engel, J. Sturm and D. Cremers), In IEEE International Conference on Computer Vision (ICCV), 2013.  [bibtex] [pdf] [video]
[]Dense Tracking and Mapping with a Quadrocopter (J. Sturm, E. Bylow, F. Kahl and D. Cremers), In Unmanned Aerial Vehicle in Geomatics (UAV-g), 2013.  [bibtex] [pdf]
[]Dense Visual SLAM for RGB-D Cameras (C. Kerl, J. Sturm and D. Cremers), In Proc. of the Int. Conf. on Intelligent Robot Systems (IROS), 2013.  [bibtex] [pdf]
[]Direct Camera Pose Tracking and Mapping With Signed Distance Functions (E. Bylow, J. Sturm, C. Kerl, F. Kahl and D. Cremers), In Demo Track of the RGB-D Workshop on Advanced Reasoning with Depth Cameras at the Robotics: Science and Systems Conference (RSS), 2013.  [bibtex] [pdf]
[]Real-Time Camera Tracking and 3D Reconstruction Using Signed Distance Functions (E. Bylow, J. Sturm, C. Kerl, F. Kahl and D. Cremers), In Robotics: Science and Systems Conference (RSS), 2013.  [bibtex] [pdf]
[]Robust Odometry Estimation for RGB-D Cameras (C. Kerl, J. Sturm and D. Cremers), In International Conference on Robotics and Automation (ICRA), 2013.  [bibtex] [pdf]Best Vision Paper Award - Finalist
Other Publications
[]Out-of-Core Bundle Adjustment for 3D Workpiece Reconstruction (R. Maier), Master's thesis, Technische Universität München, 2013.  [bibtex] [pdf]
[]Lecture Notes: Visual Navigation for Flying Robots (J. Sturm), Technische Universität München, Germany, 2013.  [bibtex] [pdf]Distinguished with the TUM TeachInf Award for the best lecture in summer term 2013
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2012
Conference and Workshop Papers
[] Robust Real-Time Registration of RGB-D Images using Multi-Resolution Surfel Representations (J. Stueckler and S. Behnke), In Proc. of ROBOTIK, VDE-Verlag, 2012.  [bibtex] [pdf]
[] Integrating depth and color cues for dense multi-resolution scene mapping using RGB-D cameras (J. Stueckler and S. Behnke), In Proc. of the IEEE Int. Conf. on Multisensor Fusion and Integration for Intelligent Systems (MFI), 2012.  [bibtex] [pdf] [doi]
[]Evaluating Egomotion and Structure-from-Motion Approaches Using the TUM RGB-D Benchmark (J. Sturm, W. Burgard and D. Cremers), In Proc. of the Workshop on Color-Depth Camera Fusion in Robotics at the IEEE/RJS International Conference on Intelligent Robot Systems (IROS), 2012.  [bibtex] [pdf]
[]Accurate Figure Flying with a Quadrocopter Using Onboard Visual and Inertial Sensing (J. Engel, J. Sturm and D. Cremers), In Proc. of the Workshop on Visual Control of Mobile Robots (ViCoMoR) at the IEEE/RJS International Conference on Intelligent Robot Systems (IROS), 2012.  [bibtex] [pdf]
[]A Benchmark for the Evaluation of RGB-D SLAM Systems (J. Sturm, N. Engelhard, F. Endres, W. Burgard and D. Cremers), In Proc. of the International Conference on Intelligent Robot Systems (IROS), 2012.  [bibtex] [pdf]
[]Camera-Based Navigation of a Low-Cost Quadrocopter (J. Engel, J. Sturm and D. Cremers), In Proc. of the International Conference on Intelligent Robot Systems (IROS), 2012.  [bibtex] [pdf] [video]
[]An Evaluation of the RGB-D SLAM System (F. Endres, J. Hess, N. Engelhard, J. Sturm, D. Cremers and W. Burgard), In International Conference on Robotics and Automation (ICRA), 2012.  [bibtex] [pdf]
Other Publications
[]Lecture Notes: Visual Navigation for Flying Robots (J. Sturm), Technische Universität München, Germany, 2012.  [bibtex] [pdf]Distinguished with the TUM TeachInf Award for the best lecture in summer term 2012
[]Odometry from RGB-D Cameras for Autonomous Quadrocopters (C. Kerl), Master's thesis, Technical University Munich, 2012.  [bibtex] [pdf]
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2011
Conference and Workshop Papers
[]Real-Time Visual Odometry from Dense RGB-D Images (F. Steinbruecker, J. Sturm and D. Cremers), In Workshop on Live Dense Reconstruction with Moving Cameras at the Intl. Conf. on Computer Vision (ICCV), 2011.  [bibtex] [pdf]
[]Towards a benchmark for RGB-D SLAM evaluation (J. Sturm, S. Magnenat, N. Engelhard, F. Pomerleau, F. Colas, W. Burgard, D. Cremers and R. Siegwart), In Proc. of the RGB-D Workshop on Advanced Reasoning with Depth Cameras at Robotics: Science and Systems Conf. (RSS), 2011.  [bibtex] [pdf] [pdf]
[]Real-time 3D visual SLAM with a hand-held camera (N. Engelhard, F. Endres, J. Hess, J. Sturm and W. Burgard), In Proc. of the RGB-D Workshop on 3D Perception in Robotics at the European Robotics Forum, 2011.  [bibtex] [pdf]
Other Publications
[]Autonomous Camera-Based Navigation of a Quadrocopter (J. Engel), Master's thesis, Technical University Munich, 2011.  [bibtex] [pdf]Distinguished with the SIEMENS award for best Master's Thesis 2012
2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 
2010
Conference and Workshop Papers
[] Improving indoor navigation of autonomous robots by an explicit representation of doors (M. Nieuwenhuisen, J. Stueckler and S. Behnke), In Proc. of the IEEE Int. Conf. on Robotics and Automation (ICRA), 2010.  [bibtex] [pdf] [doi]
[]Parallel Generalized Thresholding Scheme for Live Dense Geometry from a Handheld Camera (J. Stühmer, S. Gumhold and D. Cremers), In ECCV Workshop on Computer Vision on GPUs (CVGPU), 2010.  [bibtex] [pdf]
[]Real-Time Dense Geometry from a Handheld Camera (J. Stühmer, S. Gumhold and D. Cremers), In Pattern Recognition (Proc. DAGM), 2010.  [bibtex] [pdf]
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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