FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation

Junyu Zhu,Lina Liu,Yong Liu,Wanlong Li,Feng Wen,Hongbo Zhang,Junyu Zhu,Lina Liu,Yong Liu,Wanlong Li,Feng Wen,Hongbo Zhang

The great potential of unsupervised monocular depth estimation has been demonstrated by many works due to low annotation cost and impressive accuracy comparable to supervised methods. To further improve the performance, recent works mainly focus on designing more complex network structures and exploiting extra supervised information, e.g., semantic segmentation. These methods optimize the models b...