Segmentation Is Not the End of Road Extraction: An All-Visible Denoising Autoencoder for Connected and Smooth Road Reconstruction.
Lingyi HanLu HouXiangxiang ZhengZiyue DingHaojun YangKan ZhengPublished in: IEEE Trans. Geosci. Remote. Sens. (2023)
Keyphrases
- road extraction
- denoising
- aerial images
- satellite imagery
- remotely sensed images
- image denoising
- openings and closings
- change detection
- remote sensing
- segmentation algorithm
- high resolution
- total variation
- noisy images
- urban areas
- segmentation method
- image reconstruction
- multiscale
- image analysis
- level set
- image processing
- image segmentation
- restricted boltzmann machine
- compressed sensing
- gaussian noise
- region growing
- natural images
- multispectral images
- piecewise constant
- line segments
- multispectral
- medical images
- data sets