Error Diagnosis of Deep Monocular Depth Estimation Models
Jagpreet Chawla,Nikhil Thakurdesai,Anuj Godase,Md Reza,David Crandall,Soon-Heung Jung,Jagpreet Chawla,Nikhil Thakurdesai,Anuj Godase,Md Reza,David Crandall,Soon-Heung Jung
Estimating depth from a monocular image is an ill-posed problem: when the camera projects a 3D scene onto a 2D plane, depth information is inherently and permanently lost. Nevertheless, recent work has shown impressive results in estimating 3D structure from 2D images using deep learning. In this paper, we put on an introspective hat and analyze state-of-the-art monocular depth estimation models i...
