Grad-SLAM: Explaining Convolutional Autoencoders' Latent Space of Satellite Image Time Series.
Thomas Di MartinoRégis Guinvarc'hLaetitia Thirion-LefevreElise ColinPublished in: IEEE Geosci. Remote. Sens. Lett. (2023)
Keyphrases
- satellite images
- latent space
- latent variables
- remote sensing
- gaussian process
- low dimensional
- multispectral
- restricted boltzmann machine
- generative model
- change detection
- lower dimensional
- matrix factorization
- dimensionality reduction
- digital elevation models
- denoising
- parameter space
- feature space
- manifold learning
- transfer learning
- high resolution
- gaussian processes
- gaussian mixture
- probabilistic latent semantic analysis
- distance metric
- high dimensional
- gaussian process latent variable models
- high dimensional data
- particle filter
- image analysis
- sparse coding
- collaborative filtering
- nearest neighbor
- pattern recognition
- image processing
- neural network