Intro to Autonomous Robots
Bundle adjustment is a mathematical optimization technique used in computer vision and robotics to refine the 3D structure of a scene and the camera parameters simultaneously. This process minimizes the reprojection error by adjusting both the 3D points in space and the camera parameters based on observed 2D image data. It plays a crucial role in enhancing the accuracy of simultaneous localization and mapping (SLAM) systems by ensuring that the spatial relationships between features are as precise as possible.
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