Jian-Yu Chen

FracGM: A Fast Fractional Programming Technique for Geman-McClure Robust Estimator

Robust estimation is essential in computer vision, robotics, and navigation, aiming to minimize the impact of outlier measurements for improved accuracy. We present a fast algorithm for Geman-McClure robust estimation, FracGM, leveraging fractional programming techniques. This solver reformulates th