Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography.
Rabin AdhikariManish DhakalSafal ThapaliyaKanchan PoudelPrasiddha BhandariBishesh KhanalPublished in: ASMUS@MICCAI (2023)
Keyphrases
- synthetic data
- real image data
- real world
- image segmentation
- programming language
- computer vision
- vision system
- image analysis
- level set
- data sets
- fully automatic
- segmentation method
- segmentation algorithm
- natural language
- echocardiographic images
- medical images
- image processing
- low level vision
- semi automatic
- low level image processing
- segmentation accuracy
- mri data
- real time
- segmentation errors
- fully unsupervised
- target language
- energy function
- left ventricle
- synthetic datasets
- shape prior
- region growing
- language learning
- multiscale