Hyperparameter Optimization for Large-Scale Remote Sensing Image Analysis Tasks: A Case Study Based on Permafrost Landform Detection Using Deep Learning.
Amal Shehan PereraChandi WitharanaElias ManosAnna K. LiljedahlPublished in: IEEE Access (2024)
Keyphrases
- remote sensing
- deep learning
- image analysis
- satellite images
- change detection
- multispectral
- remote sensing images
- high resolution
- remote sensing imagery
- image processing
- hyperspectral
- digital image analysis
- remote sensing data
- machine learning
- automatic image registration
- unsupervised learning
- land cover
- pattern recognition
- object detection
- earth observation
- satellite data
- target detection
- hyperspectral imagery
- image understanding
- remote sensed images
- remotely sensed data
- weakly supervised
- computer vision
- image segmentation
- data sets
- model selection
- infrared