The use of Siamese multi-task neural network for building change detection from VHR remote sensing Images.
Xuanguang LiuMengmeng LiXiaoqin WangPublished in: Geoinformatics (2022)
Keyphrases
- change detection
- remote sensing images
- multi task
- neural network
- remote sensing
- multi task learning
- learning tasks
- remotely sensed images
- remote sensing imagery
- data streams
- multi class
- land cover
- gaussian processes
- image registration
- satellite images
- remote sensing data
- feature selection
- multispectral images
- transfer learning
- pattern recognition
- learning problems
- sparse learning
- multispectral
- machine learning
- knn
- active learning
- image analysis
- urban areas
- multiscale
- wavelet transformation
- landsat tm
- data sets
- image processing
- high quality
- pairwise
- high resolution
- hyperspectral