DAN‐Conv: Depth aware non‐local convolution for LiDAR depth completion

Abstract Sparse LiDAR depth completion is a beneficial task for many robotic applications. It commonly generates a dense depth prediction from a sparse depth map and its corresponding aligned RGB image. This image‐guided depth completion task mainly has two challenges: sparse data processing and mul...

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Bibliographic Details
Main Authors: Lin Yan, Kai Liu, Long Gao
Format: Article
Language:English
Published: Wiley 2021-09-01
Series:Electronics Letters
Subjects:
Online Access:https://doi.org/10.1049/ell2.12254