Near real-time shadow detection and removal in remote sensing imagery application

This repository is a python implementation for

Silva, G. F. , Carneiro, G. B. , Doth, R. , Amaral, L. A. , & Azevedo, D. F. G. D. . (2017). Near real-time shadow detection and removal in aerial motion imagery application. ISPRS Journal of Photogrammetry and Remote Sensing, 104-121.

If you use this code in your research, please cite the paper.

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Environment

This code is based on Python (3.6.2).

Necessary packages are listed in requirements.txt, and please install it by

pip install -r requirements.txt

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Usage

# using GUI 
python main_page.py

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Result

source image

mask detect result

mask removal result