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Bundle Adjustment With and Without Damping

open access: yesPhotogrammetric Record, 2013
AbstractThe least squares adjustment (LSA) method is studied as an optimisation problem and shown to be equivalent to the undamped Gauss–Newton (GN) optimisation method. Three problem‐independent damping modifications of the GN method are presented: the line search method of Armijo (GNA); the Levenberg–Marquardt algorithm (LM); and Levenberg–Marquardt ...
Pierre Grussenmeyer, Niclas Börlin
exaly   +5 more sources
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Multicore bundle adjustment

CVPR 2011, 2011
We present the design and implementation of new inexact Newton type Bundle Adjustment algorithms that exploit hardware parallelism for efficiently solving large scale 3D scene reconstruction problems. We explore the use of multicore CPU as well as multicore GPUs for this purpose.
Changchang Wu   +3 more
openaire   +1 more source

Distributed Photometric Bundle Adjustment

2020 International Conference on 3D Vision (3DV), 2020
In this paper we demonstrate that global photometric bundle adjustment (PBA) over all past keyframes can significantly improve the global accuracy of a monocular SLAM map compared to geometric techniques such as pose-graph optimization or traditional (geometric) bundle adjustment.
Nikolaus Demmel   +4 more
openaire   +2 more sources

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