Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision.
Yu-Hsing HsiehGuan-Sheng ChenShun-Xian CaiTing-Yun WeiHuei-Fang YangChu-Song ChenPublished in: ICCV (2023)
Keyphrases
- image segmentation
- image analysis
- pixel level
- segmentation method
- multiscale
- segmentation algorithm
- image data
- single image
- edge detection
- grey level
- region segmentation
- incremental learning
- image segments
- image features
- input image
- adaptive thresholding
- energy functional
- learning process
- segmented images
- intensity images
- learning algorithm
- image content
- class specific
- microscopy images
- test images
- watershed algorithm
- segmentation errors
- microscopic images
- image pixels
- energy function
- image classification
- low level
- inductive inference
- homogeneous regions
- multiple objects
- level set
- active learning
- image retrieval
- berkeley segmentation dataset