Weakly Supervised Deep Nuclei Segmentation With Sparsely Annotated Bounding Boxes for DNA Image Cytometry.
Yixiong LiangZhihua YinHaotian LiuHailong ZengJianxin WangJianfeng LiuNanying ChePublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2023)
Keyphrases
- bounding box
- weakly supervised
- superpixels
- object class
- segmentation method
- segmentation algorithm
- object detectors
- test images
- object segmentation
- input image
- image segmentation
- multiscale
- object categories
- region of interest
- image features
- image data
- object classes
- image regions
- natural images
- object detection
- energy function
- computer vision
- image representation
- particle filtering
- image classification
- high resolution
- multi class
- low level
- partial occlusion
- target object
- object recognition
- semi supervised
- ground truth