Urban Change Detection from Aerial Images Using Convolutional Neural Networks and Transfer Learning.
Tautvydas FylerisAndrius KrisciunasValentas GruzauskasDalia CalneryteRimantas BarauskasPublished in: ISPRS Int. J. Geo Inf. (2022)
Keyphrases
- transfer learning
- change detection
- aerial images
- convolutional neural networks
- urban areas
- remote sensing images
- man made
- remote sensing
- aerial imagery
- satellite images
- satellite imagery
- labeled data
- reinforcement learning
- remotely sensed
- data streams
- collaborative filtering
- urban environments
- machine learning
- cross domain
- image registration
- active learning
- remotely sensed images
- learning algorithm
- text classification
- transfer knowledge
- digital elevation models
- line segments
- unlabeled data
- semi supervised learning
- machine learning algorithms
- text mining
- data sets
- land cover
- data analysis