Precise and Fast Segmentation of Offshore Farms in High-Resolution SAR Images Based on Model Fusion and Half-Precision Parallel Inference

Precise and Fast Segmentation of Offshore Farms in High-Resolution SAR Images Based on Model Fusion and Half-Precision Parallel Inference

In aquaculture, using high-resolution synthetic aperture radar (SAR) images to precisely segment offshore farms is helpful for reasonable layout planning and statistics of breeding density. However, conventional segmentation methods tend to have low accuracy and slow inference speed. Therefore, we p...

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Bibliographic Details
Main Authors: Chuang Yu, Yunpeng Liu, Xin Xia, Deyan Lan, Xin Liu, Shuhang Wu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Half-precision parallel inference
improved UNET++
SAR images
segmentation
simulated annealing
Online Access:https://ieeexplore.ieee.org/document/9793701/

Internet

https://ieeexplore.ieee.org/document/9793701/

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