Bundle adjustment demo using Ceres Solver, with customized cost function and local parameterization on SE(3)
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Updated
Nov 29, 2021 - C++
Bundle adjustment demo using Ceres Solver, with customized cost function and local parameterization on SE(3)
Setup Ubuntu 18.04, 16.04 and 14.04 with machine learning and robotics software plus user configuration. Includes ceres tensorflow ros caffe vrep eigen cudnn and cuda plus many more.
Ros package for Edge Alignment with Ceres solver
Estimate the pose and shape under clothing given a static 3D scan of a human
Symbolic Continuous-Time Gaussian Belief Propagation Framework with Ceres Interoperability
small, powerful and beautiful slam tricks with theory and practice
An offline tool for pose-graph-optimization.
Fisheye-Calib-Adapter: An Easy Tool for Fisheye Camera Model Conversion
visual-inertial odometry (VINS-Mono) with motion-aware feature selection
Structure from Motion using Bundle Adjustment with the Ceres Solver
toy SLAM pose graph optimization using manhattan dataset and ceres-solver
Rolling Shutter Bundle Adjustment with ceres-solver
General variable and Lie group containers with extensive Eigen interoperability for non-linear optimizations.
Advanced Technique for Curve Fitting
3D Reconstruction and Camera Tracking
Ceres.js is a javascript port of the Ceres solver. Ceres Solver is an open source C++ library for modeling and solving large, complicated optimization problems. It can be used to solve Non-linear Least Squares problems with bounds constraints and general unconstrained optimization problems. It is a mature, feature rich, and performant library.
"Localization and Perception for Control and Decision-Making of a Low-Speed Autonomous Shuttle in a Campus Pilot Deployment." SAE International Journal of Connected and Automated Vehicles 1, no. 12-01-02-0003 (2018).
My personal solution for "AirLab Summer School Session 2.2"
Implements local parameterization operators of Google Ceres regarding matrix manifolds such as Stiefel, Grassmann, Birkhoff manifolds and etc.
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