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An Overlay Accelerator of DeepLab CNN for Spacecraft Image Segmentation on FPGA

Due to the absence of communication and coordination with external spacecraft, non-cooperative spacecraft present challenges for the servicing spacecraft in acquiring information about their pose and location. The accurate segmentation of non-cooperative spacecraft components in images is a crucial...

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Principais autores: Zibo Guo, Kai Liu, Wei Liu, Xiaoyao Sun, Chongyang Ding, Shangrong Li
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2024-03-01
סדרה:Remote Sensing
נושאים:
image semantic segmentation
instruction set architecture (ISA)
field programmable gate array (FPGA)
spacecraft component images
גישה מקוונת:https://www.mdpi.com/2072-4292/16/5/894
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