A Multitask Deep Learning Approach for Staples and Wound Segmentation in Abdominal Post-surgical Images.
Gabriel Moyà-AlcoverMiquel Miró-NicolauMarc MunarManuel González HidalgoPublished in: EUSFLAT/AGOP (2023)
Keyphrases
- deep learning
- segmentation algorithm
- segmentation method
- multi task
- test images
- input image
- surgical instruments
- image regions
- bounding box
- multiple objects
- image classification
- level set
- shape prior
- surgical procedures
- multiscale
- image features
- object segmentation
- image segmentation
- weakly supervised
- object recognition
- multiple images
- learning tasks
- computer vision
- unsupervised learning
- superpixels
- image registration
- graph cuts