Toward Generalized Change Detection on Planetary Surfaces With Convolutional Autoencoders and Transfer Learning.
Hannah Rae KernerKiri L. WagstaffBrian D. BuePatrick C. GrayJames F. Bell IIIHeni Ben AmorPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2019)
Keyphrases
- change detection
- transfer learning
- restricted boltzmann machine
- remote sensing
- learning tasks
- remote sensing images
- reinforcement learning
- deep belief networks
- labeled data
- active learning
- satellite images
- knowledge transfer
- cross domain
- data streams
- denoising
- semi supervised learning
- text classification
- target domain
- text categorization
- machine learning
- text mining
- collaborative filtering
- image registration
- transfer knowledge
- land cover
- domain adaptation
- multi task
- unlabeled data
- shot change detection
- learning algorithm
- deep learning
- semi supervised
- feature space
- high resolution
- sparse coding
- neural network
- man made structures
- pattern recognition
- training data
- decision trees
- probabilistic model
- transferring knowledge
- gamma distributions
- domain specific