Multi-Scale Deep Neural Network Based on Dilated Convolution for Spacecraft Image Segmentation

Multi-Scale Deep Neural Network Based on Dilated Convolution for Spacecraft Image Segmentation

In recent years, image segmentation techniques based on deep learning have achieved many applications in remote sensing, medical, and autonomous driving fields. In space exploration, the segmentation of spacecraft objects by monocular images can support space station on-orbit assembly tasks and spac...

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Bibliographic Details
Main Authors: Yuan Liu, Ming Zhu, Jing Wang, Xiangji Guo, Yifan Yang, Jiarong Wang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
semantic segmentation
deep learning
dilated convolution
multi-scale
DeepLabv3+
Online Access:https://www.mdpi.com/1424-8220/22/11/4222

Internet

https://www.mdpi.com/1424-8220/22/11/4222

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