Fishpond recognition method and system based on high-resolution satellite remote sensing image and medium
The invention provides a fishpond recognition method and system based on a high-resolution satellite remote sensing image and a medium. The method comprises the steps that the high-resolution satellite remote sensing image is preprocessed to obtain reflectivity data including geometric positioning;...
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creator | ZHOU XUELIN PAN SHENLIN LIU SHAOJIE YAN JUN JIANG XIAOHUA CAI MINGXIANG LIU LUMING |
description | The invention provides a fishpond recognition method and system based on a high-resolution satellite remote sensing image and a medium. The method comprises the steps that the high-resolution satellite remote sensing image is preprocessed to obtain reflectivity data including geometric positioning; based on the reflectivity data, performing processing by using bilateral filtering, OTSU algorithm segmentation and an opening operation image processing method to obtain an initial fishpond vector result; extracting a vegetation coverage vector result, an initial fishpond vector result and a vegetation coverage vector result by utilizing the NDVI based on the reflectivity data, and performing vector erasure operation; and carrying out smooth surface operation on the candidate fishpond vectors,and carrying out manual intervention to obtain a final fishpond extraction result. A high-resolution satellite remote sensing image is adopted, a series of image processing methods are adopted, a fishpond automatic extraction |
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The method comprises the steps that the high-resolution satellite remote sensing image is preprocessed to obtain reflectivity data including geometric positioning; based on the reflectivity data, performing processing by using bilateral filtering, OTSU algorithm segmentation and an opening operation image processing method to obtain an initial fishpond vector result; extracting a vegetation coverage vector result, an initial fishpond vector result and a vegetation coverage vector result by utilizing the NDVI based on the reflectivity data, and performing vector erasure operation; and carrying out smooth surface operation on the candidate fishpond vectors,and carrying out manual intervention to obtain a final fishpond extraction result. A high-resolution satellite remote sensing image is adopted, a series of image processing methods are adopted, a fishpond automatic extraction</abstract><oa>free_for_read</oa></addata></record> |
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subjects | CALCULATING COMPUTING COUNTING HANDLING RECORD CARRIERS IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS |
title | Fishpond recognition method and system based on high-resolution satellite remote sensing image and medium |
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