Unsupervised Monocular Training Method for Depth Estimation Using Statistical Masks

Recently, unsupervised monocular training methods based on convolutional neural networks have already shown surprisingly progress in improving the accuracy of depth estimation. However, the performance of these methods suffers deeply from problematic pixels such as occluded pixels, low-texture pixel...

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Bibliographic Details
Main Authors: Xiangtong Wang, Wei Li, Menglong Yang, Peng Cheng, Binbin Liang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9233348/