Statements (20)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:advantage |
better performance on complex segmentation tasks
|
| gptkbp:architecture |
combines U-Net and ResNet
|
| gptkbp:basedOn |
gptkb:U-Net
gptkb:ResNet |
| gptkbp:domain |
computer vision
|
| gptkbp:firstPublished |
2018
|
| gptkbp:hasComponent |
encoder-decoder structure
residual blocks |
| https://www.w3.org/2000/01/rdf-schema#label |
ResUNet
|
| gptkbp:improves |
gradient flow
feature propagation |
| gptkbp:input |
images
|
| gptkbp:output |
segmentation masks
|
| gptkbp:usedFor |
image segmentation
|
| gptkbp:usedIn |
medical image analysis
biomedical image segmentation |
| gptkbp:bfsParent |
gptkb:UNet_architecture
gptkb:UNET |
| gptkbp:bfsLayer |
7
|