Lukas von Stumberg (@lukasvst) profile picture

PhD student at Computer Vision Group, TUM & Senior Computer Vision Engineer at Artisense

München, Bayern
Joined August 2014
Photo by Lukas von Stumberg (@lukasvst)Photo by Lukas von Stumberg (@lukasvst)Photo by Lukas von Stumberg (@lukasvst)Photo by Lukas von Stumberg (@lukasvst)Photo by Lukas von Stumberg (@lukasvst)Photo by Lukas von Stumberg (@lukasvst)
At Valve, we are looking for computer vision software engineers: valvesoftware.com/en/jobs?jo… If you want to create products for millions of customers and have proven experience in computer vision let me know!
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We are interested in a wide range of areas including SLAM/VIO, SfM, Nerf, Gaussian Splatting, object detection, hand/eye/body tracking, and more. For this, Valve offers some of the best working conditions and benefits I have seen in our field.
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Tomorrow at 10:45 I will be presenting DM-VIO in the session Visual-Inertial SLAM (room 125) at #ICRA2022. Below there's a sneak peak of the live demo I'll show during the poster session afterwards at pod 125, 5-8.
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I have just uploaded the ICRA2022 presentation video for DM-VIO: youtu.be/pWKN7Afoirs Check it out if you are interested in an explanation of Delayed Marginalization and Pose Graph Bundle Adjustment, which were proposed in our paper.
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I am excited to announce our new work "DM-VIO: Delayed Marginalization Visual-Inertial Odometry" which has been accepted at RA-L. Paper: vision.in.tum.de/_media/rese… Code coming soon: github.com/lukasvst/dm-vio YT: youtu.be/7iep3BvcJPU Page: vision.in.tum.de/dm-vio
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We propose Delayed Marginalization. The idea is to maintain a second factor graph, where marginalization is delayed. This can be used for IMU initialization, and it also allows us to obtain an updated marginalization prior by readvancing the delayed graph.
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Thanks to our novel IMU initializer based on delayed marginalization, our system works well on automotive datasets, while using only a monocular camera + IMU.
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Lukas von Stumberg retweeted
MonoRec is a novel method for dense reconstruction in dynamic environments from a single moving camera. Proud that we will present at #CVPR2021! CVPR Video: youtu.be/XimdlXUamo0 GitHub: github.com/Brummi/MonoRec Project Page: vision.in.tum.de/research/mo… #computervision #monorec
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We have just uploaded the ICRA presentation video for our work "GN-Net: The Gauss-Newton Loss for Multi-Weather Relocalization" to Youtube: youtu.be/q_uVb_o255o
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Lukas von Stumberg retweeted
Our new work -- "D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry" is accepted as an oral presentation at CVPR 2020. (1/n) paper: arxiv.org/abs/2003.01060 #CVPR2020 #cvpr #slam #computervison
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Thanks a lot! I am happy to announce that we will present this work next ICRA. I’m looking forward to meeting a lot of other scientists there!
GN-Net: The Gauss-Newton Loss for Multi-Weather Relocalization. I presented this paper last week at my deep learning reading group. I love the idea of learning matchable representations via Gauss Newton image alignment. arxiv.org/abs/1904.11932 #ComputerVision #Robotics #slam
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