Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image Analysis.
Tao LiuHsiuhan Lexie YangDalton D. LungaPublished in: SIGSPATIAL/GIS (2019)
Keyphrases
- change detection
- deep learning
- image analysis
- remote sensing
- remote sensing images
- image registration
- multispectral
- unsupervised learning
- remotely sensed images
- machine learning
- satellite images
- remotely sensed
- mental models
- computer vision
- unsupervised feature learning
- land cover
- pattern recognition
- data streams
- image segmentation
- image processing
- shot change detection
- weakly supervised
- remotely sensed data
- gamma distributions
- high resolution
- neural network
- man made structures
- natural images