Faisal Ahmed,Jacob Walker Bengtson,David Eric Chalmers,Changchi Xian,Fatema Tuz Zohra,Chad Richard Bryant
申请号：
US16780778
公开号：
US20200250428A1
申请日:
2020.02.03
申请国别(地区):
US
年份:
2020
代理人:
摘要：
A method for shadow and cloud masking for remote sensing images of an agricultural field using multi-layer perceptrons includes electronically receiving an observed image, performing using at least one processor an image segmentation of the observed image to divide the observed image into a plurality of image segments or superpixels, extracting features for each of the image segments using the at least one processor, and determining by a cloud mask generation module executing on the at least one processor a classification for each of the image segments using the features extracted for each of the image segments, wherein the cloud mask generation module applies a classification model including an ensemble of multilayer perceptrons to generate a cloud mask for the observed image such that each pixel within the observed image has a corresponding classification.
