Are 3D better than 2D Convolutional Neural Networks for Medical Imaging Semantic Segmentation?
Leonardo CrespiDaniele LoiaconoPierandrea SartoriPublished in: IJCNN (2022)
Keyphrases
- medical imaging
- semantic segmentation
- convolutional neural networks
- medical images
- superpixels
- conditional random fields
- x ray
- image registration
- scene classification
- label transfer
- image analysis
- image processing
- weakly supervised
- object categories
- shape analysis
- remote sensing
- image segmentation
- computer vision
- image set
- pascal voc
- object class
- image understanding
- object classes
- object detection
- object recognition
- text classification
- bounding box
- high quality