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Fully Convolutional Siamese Networks for Change Detection

Published • Sep 7, 2018
Authors:
Rodrigo Caye Daudt
,
B. Le Saux
,
Alexandre Boulch

Abstract

This paper presents three fully convolutional neural network architectures which perform change detection using a pair of coregistered images. Most notably, we propose two Siamese extensions of fully convolutional networks which use heuristics about the current problem to achieve the best results in...

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