Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches.
Benyamin HosseinyMasoud MahdianPariMohammadAli HematiAli RadmanFariba MohammadimaneshJocelyn ChanussotPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2024)
Keyphrases
- remote sensing
- deep learning
- change detection
- supervised learning
- unsupervised learning
- remote sensing images
- multispectral
- systematic review
- remote sensing data
- automatic image registration
- image processing
- satellite images
- high resolution
- image analysis
- remote sensing imagery
- hyperspectral
- image fusion
- data sets
- satellite data
- land cover
- empirical studies
- multi spectral images
- training data
- decision trees
- hyperspectral images
- pattern recognition
- digital image analysis
- remotely sensed data
- multiscale
- computer vision
- machine learning
- active learning