Mohammad Saad

2D to 3D Line-Based Registration with Unknown Associations via Mixed-Integer Programming

Determining the rigid-body transformation be-tween 2D image data and 3D point cloud data has applications for mobile robotics including sensor calibration and localizing into a prior map. Common approaches to 2D-3D registration use least-squares solvers assuming known associations often provided by…