Dual-Task ConvLSTM-UNet for Instance Segmentation of Weakly Annotated Microscopy Videos.
Assaf ArbelleShaked CohenTammy Riklin RavivPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- image analysis
- microscopy images
- video sequences
- confocal images
- image segmentation
- level set
- multiscale
- medical images
- segmentation algorithm
- segmentation method
- video frames
- image stacks
- temporal coherence
- segmented images
- video segmentation
- shape prior
- energy function
- video analysis
- high throughput
- pixel level
- fully automatic
- fully unsupervised
- cell segmentation
- region growing
- human activities
- video objects
- cell nuclei
- motion cues
- helmholtz principle
- graph cuts
- high resolution