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Computer Vision Group
TUM School of Computation, Information and Technology
Technical University of Munich

Technical University of Munich

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Informatik IX
Computer Vision Group

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

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News

26.02.2025

We have twelve papers accepted to CVPR 2025. Check our publication page for more details.

24.10.2024

LSD SLAM received the ECCV 2024 Koenderink Award for standing the Test of Time.

03.07.2024

We have seven papers accepted to ECCV 2024. Check our publication page for more details.

09.06.2024
GCPR / VMV 2024

GCPR / VMV 2024

We are organizing GCPR / VMV 2024 this fall.

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

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teaching:meeting:notes:2020-06-18 [2020/06/18 15:42]
Maolin Gao
teaching:meeting:notes:2020-06-18 [2020/06/18 15:43] (current)
Maolin Gao
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 == Bundle Adjustment on a Graph Processor == == Bundle Adjustment on a Graph Processor ==
-A novel way to solve Localization and Mapping problem distributedly is proposed. The factor graph representation of bundle adjustment is adopted and an existing graph algorithm coined "Bielf Propagation" is proposed to solve the graph inference problem. They show >20x speedup of the proposed method running on IPU [[https://www.graphcore.ai/products/ipu | link]], than traditional bundle adjustment on cpu+A novel way to solve Localization and Mapping problem distributedly is proposed. The factor graph representation of bundle adjustment is adopted and an existing graph algorithm coined "Bielf Propagation" is proposed to solve the graph inference problem. They show >20x speedup of the proposed method running on IPU [[https://www.graphcore.ai/products/ipu | link]], than traditional bundle adjustment on CPU
 [[https://arxiv.org/abs/2003.03134|paper]] [[https://www.youtube.com/watch?v=TqeN8aQNgd0|Teaser]] [[https://arxiv.org/abs/2003.03134|paper]] [[https://www.youtube.com/watch?v=TqeN8aQNgd0|Teaser]]

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Informatik IX
Computer Vision Group

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

Follow us on:

YouTube X / Twitter Facebook

News

26.02.2025

We have twelve papers accepted to CVPR 2025. Check our publication page for more details.

24.10.2024

LSD SLAM received the ECCV 2024 Koenderink Award for standing the Test of Time.

03.07.2024

We have seven papers accepted to ECCV 2024. Check our publication page for more details.

09.06.2024
GCPR / VMV 2024

GCPR / VMV 2024

We are organizing GCPR / VMV 2024 this fall.

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

More