Multi-scale pseudo labeling for unsupervised deep edge detection.
Changsheng ZhouChao YuanHongxin WangLei LiStefan OehmckeJunmin LiuJigen PengPublished in: Knowl. Based Syst. (2023)
Keyphrases
- edge detection
- multiscale
- unsupervised learning
- image segmentation
- noisy images
- edge detector
- deep architectures
- region growing
- image enhancement
- scale space
- active learning
- wavelet transform
- semi supervised
- natural images
- image processing
- mathematical morphology
- supervised learning
- automatic scale selection
- edge detection algorithm
- image labeling
- deep learning
- scale selection
- unsupervised manner
- coarse to fine
- edge points
- edge map
- optic flow
- multiple scales
- completely unsupervised
- local binary pattern
- unsupervised methods
- image representation
- machine learning
- morphological operations
- recursive filtering
- training data
- step edges
- wavelet coefficients
- signal to noise ratio
- data sets
- supervised classification
- labeling scheme