Shengyu Hou

Self-supervised Monocular Depth Estimation in Challenging Environments Based on Illumination Compensation PoseNet

Self-supervised depth estimation has attracted much attention due to its ability to improve the 3D perception capabilities of unmanned systems. However, existing unsupervised frameworks rely on the assumption of photometric consistency, which may not hold in challenging environments such as night-ti…