Beyond Pixel-Level Annotation: Exploring Self-Supervised Learning for Change Detection With Image-Level Supervision.
Maofan ZhaoXinli HuLinlin ZhangQingyan MengYuxing ChenLorenzo BruzzonePublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- pixel level
- change detection
- image fusion
- remote sensing
- active learning
- superpixels
- region level
- single image
- image segmentation
- multiscale
- foreground objects
- data streams
- image retrieval
- segmentation method
- image regions
- data sets
- image sequences
- image matching
- image analysis
- image data
- energy function
- high resolution
- segmentation algorithm
- graph cuts
- image classification
- supervised learning