Abstract: Reducing Domain Shift in Deep Learning for OCT Segmentation using Image Manipulations.
Marc S. SeibelJoshua NiemeijerMarc RowedderHelge SudkampTimo KeppGereon HüttmannHeinz HandelsPublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- deep learning
- segmentation method
- image segmentation
- segmentation algorithm
- multiscale
- input image
- image regions
- test images
- image content
- image features
- image retrieval
- image classification
- single image
- energy function
- high resolution
- medical images
- object segmentation
- level set
- superpixels
- image processing
- image representation
- object detection
- region of interest
- shape prior
- information extraction
- bounding box
- training data
- computer vision