基于深度学习的单目图像和视频深度估计方法：综述

Jun, 2024

Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey

Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun

TL;DR该论文综述了基于深度学习的单个RGB图像和视频的深度估计方法，包括输入输出模态、网络结构和学习方法的分类，历史里程碑，以及现有方法使用的流程、数据集和评估指标。

Abstract

Estimating depth from single rgb images and videos is of widespread interest due to its applications in many areas, including autonomous driving<