david-m-rosen / OptimizationLinks
A set of lightweight header-only template functions implementing commonly-used optimization methods on Riemannian manifolds and convex spaces.
☆106Updated last year
Alternatives and similar repositories for Optimization
Users that are interested in Optimization are comparing it to the libraries listed below
Sorting:
- LaTeX sources of the technical report "A tutorial on SE(3) transformation parameterizations and on-manifold optimization"☆188Updated 3 years ago
- Non-linear least-squares SLAM in Python using scipy and numpy. Modelled after Google's Ceres solver.☆74Updated 5 years ago
- Certifiable Outlier-Robust Geometric Perception☆120Updated last year
- Manifold geometry with fast automatic derivatives and coordinate frame semantics checking☆127Updated last year
- The analysis and implementation of SO3 log map, and its jacobians. The special focus on edge cases (angle close to 0 or \pi).☆27Updated last year
- A jupyter book draft about robotics and factor graphs☆52Updated 2 years ago
- Differentiable Factor Graph Optimization @ IROS 2021☆92Updated 2 years ago
- Gaussian Belief Propagation for Bundle adjustment and pose graph estimation.☆85Updated 5 years ago
- Certifiably globally optimal extrinsic calibration for sensors providing egomotion estimates.☆78Updated 2 years ago
- Hands-on Tutorial for Global Optimization in Matlab☆105Updated 5 years ago
- Code of paper "Associating Uncertainty to Extended Poses for on Lie Group IMU Preintegration with Rotating Earth"☆94Updated 5 years ago
- Automatic Differentiated Extended Kalman Filter (ADEKF) - This is a generic EKF Implementation that uses automatic differentiation to get…☆125Updated last year
- Landing page for Shonan Averaging algorithm, a computer vision technique used in 3D reconstruction and mapping.☆73Updated 4 years ago
- Graduated Non-Convexity (GNC) and Adaptive Trimming (ADAPT) algorithms for outlier robust estimation☆134Updated 4 years ago
- Project template using GTSAM + python wrapping☆61Updated last year
- ☆32Updated 3 years ago
- cheatsheet of all the basics notions of Lie algebra☆78Updated 2 years ago
- Lie group math library.☆38Updated 3 months ago
- Minimal example showing problem with Ceres and Sophus☆72Updated 9 years ago
- Motion Averaging☆57Updated 3 years ago
- ☆43Updated 6 years ago
- Online Continuous Mapping using Gaussian Process Implicit Surfaces (GPIS)☆47Updated 2 years ago
- SE(3) exponential map at zero helper for SymPy☆32Updated 2 years ago
- Robust Stereo Visual Inertial Odometry for Fast Autonomous Flight☆31Updated 6 years ago
- Solver for Large-Scale Rank-One Semidefinite Relaxations☆68Updated 2 years ago
- Implements local parameterization operators of Google Ceres regarding matrix manifolds such as Stiefel, Grassmann, Birkhoff manifolds and…☆19Updated 6 years ago
- FPV Drone Racing VIO Competition☆29Updated 4 years ago
- MRFMap: Online Probabilistic 3D Mapping using Forward Ray Sensor Models library☆28Updated 5 years ago
- A robust pointcloud registration pipeline based on correlation.☆130Updated 2 years ago
- The Simultaneous Trajectory Estimation and Mapping (STEAM) Engine.☆105Updated this week