Shouhang Zhu

Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning

Autofocus is a crucial component of modern digital cameras. While recent learning-based methods achieve state-of-the-art in focus prediction accuracy, they unfortunately ignore the potential focus hunting phenomenon of back-and-forth lens movement in the multi-step focusing procedure. To address thi…