Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation.
Yu ZhuQiang YangLi XuPublished in: CoRR (2024)
Keyphrases
- bounding box
- active learning
- image segmentation
- object segmentation
- graph cuts
- object categories
- learning algorithm
- semi supervised
- particle filtering
- machine learning
- training set
- training examples
- multiscale
- segmentation method
- segmentation algorithm
- labeled data
- computer vision
- markov random field
- supervised learning
- shape prior
- unlabeled data
- test images
- image processing
- level set
- active contours
- image understanding
- object detection
- semi supervised learning
- relevance feedback
- deformable models
- learning process
- object classes
- ground truth
- expectation maximization
- region of interest
- higher order