Deep learning based high-resolution reconstruction of trabecular bone microstructures from low-resolution CT scans using GAN-CIRCLE.
Indranil GuhaSyed Ahmed NadeemChenyu YouXiaoliu ZhangSteven M. LevyGe WangJames C. TornerPunam K. SahaPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Keyphrases
- deep learning
- high resolution
- low resolution
- ct scans
- super resolution
- computed tomography
- ct images
- image reconstruction
- x ray
- high resolution images
- low resolution images
- higher resolution
- unsupervised learning
- high quality
- image super resolution
- region of interest
- super resolution reconstruction
- remote sensing
- spatial resolution
- face images
- three dimensional
- depth map
- single image super resolution
- lower resolution
- machine learning
- image patches
- image processing
- medical imaging
- lr images
- face hallucination
- hr image
- super resolution algorithm
- test images
- medical images
- higher order
- computer vision
- reconstruction method
- super resolved
- object detection
- image segmentation