Title:
REMOTE SENSING IMAGE MARINE AND NON-MARINE AREA SEGMENTATION METHOD BASED ON PYRAMID MECHANISM
Document Type and Number:
WIPO Patent Application WO/2023/039959
Kind Code:
A1
Abstract:
A remote sensing image marine and non-marine area segmentation method based on a pyramid mechanism. The method comprises the following steps: acquiring a high-resolution remote sensing image, cropping the high-resolution remote sensing image, and drawing corresponding sea-land segmentation truth diagrams (S1); sequentially performing block division and image rigid transformation on the cropped high-resolution remote sensing images, and performing division on the basis of a transformation result, so as to obtain a training set and a test set (S2); establishing a pyramid mechanism fusion neural network, and inputting data in the training set into the pyramid mechanism fusion neural network for learning training, so as to obtain a marine and non-marine area segmentation model (S3); and inputting data in the test set into the pyramid mechanism fusion neural network, so as to obtain a remote sensing image sea-land segmentation result (S4).
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Inventors:
HUANG MENGXING (CN)
LI YUCHUN (CN)
WU YUANYUAN (CN)
ZHANG YU (CN)
FENG SILING (CN)
WU YUANYAUN (CN)
FEN WENLONG (CN)
WU DI (CN)
LIN CONG (CN)
LI YUCHUN (CN)
WU YUANYUAN (CN)
ZHANG YU (CN)
FENG SILING (CN)
WU YUANYAUN (CN)
FEN WENLONG (CN)
WU DI (CN)
LIN CONG (CN)
Application Number:
PCT/CN2021/122466
Publication Date:
March 23, 2023
Filing Date:
September 30, 2021
Export Citation:
Assignee:
UNIV HAINAN (CN)
International Classes:
G06T7/11
Foreign References:
CN113139550A | 2021-07-20 | |||
CN113343861A | 2021-09-03 | |||
CN112418176A | 2021-02-26 | |||
CN111178149A | 2020-05-19 | |||
CN111160276A | 2020-05-15 | |||
US20200057935A1 | 2020-02-20 |
Attorney, Agent or Firm:
HAINAN HEIP INTELLECTUAL PROPERTY AGENCY CO., LTD. (CN)
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