The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks.
Julius LangeGabriele CavallaroMarkus GötzErnir ErlingssonMorris RiedelPublished in: IGARSS (2018)
Keyphrases
- pixel wise
- sampling methods
- convolutional neural networks
- hyperspectral image classification
- active learning
- random sampling
- class imbalance
- hyperspectral
- spatial information
- sampling algorithm
- background subtraction
- appearance model
- pixel level
- original data
- multiscale
- similarity measure
- feature selection
- super resolution
- object recognition
- pattern recognition
- learning environment