An Unsupervised Monocular Image Depth Prediction Algorithm Based on Multiple Loss Deep Learning
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2951035
Abstract: In order to improve the predication accuracy with low execution time in the process of image depth map generation, we mainly investigate the unsupervised monocular image depth prediction. In this paper, an unsupervised monocular image… read more here.
Keywords: monocular image; loss; prediction; image ... See more keywords
Towards Accurate Reconstruction of 3D Scene Shape From A Single Monocular Image
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3209968
Abstract: Despite significant progress made in the past few years, challenges remain for depth estimation using a single monocular image. First, it is nontrivial to train a metric-depth prediction model that can generalize well to diverse… read more here.
Keywords: relative depth; depth; monocular image; single monocular ... See more keywords