Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning.

Sebastian Hafner Yifang Ban Andrea Nascetti

Published in: IGARSS (2022)

Keyphrases

pattern recognition
semi supervised learning
change detection
machine learning
semi supervised
unlabeled data
labeled data
remote sensing images
data streams
remote sensing

semi supervised classification
image analysis
neural network
unsupervised learning
satellite images
supervised learning
manifold regularization
training data
image registration

label propagation
co training
urban areas
computer vision
graph based semi supervised learning
transfer learning
shot change detection
land cover
network structure

pairwise
active learning
complex networks
feature extraction
semi supervised learning methods
text classification
labeled and unlabeled data
database
high resolution