Measuring TIM coverage via Active Learning based YOLOv5 and image processing.
Chenyu LiuPublished in: ICIGP (2022)
Keyphrases
- active learning
- image processing
- machine vision
- random sampling
- pattern recognition
- edge detection
- learning strategies
- semi supervised
- computer vision
- image analysis
- supervised learning
- image enhancement
- training examples
- experimental design
- signal processing
- denoising
- quality assurance
- sample selection
- active learning strategies
- image segmentation
- learning algorithm
- machine learning
- selective sampling
- image processing algorithms
- partial differential equations
- image restoration
- remote sensing
- computer graphics
- data sets
- unlabeled data
- learning process
- medical imaging
- mathematical morphology
- cost sensitive
- labeled data
- test suite
- color images
- training set
- multiscale
- annotation effort
- pool based active learning