Super-resolution convolutional neural network for the improvement of the image quality of magnified images in chest radiographs.
Kensuke UmeharaJunko OtaNaoki IshimaruShunsuke OhnoKentaro OkamotoTakanori SuzukiNaoki ShiraiTakayuki IshidaPublished in: Medical Imaging: Image Processing (2017)
Keyphrases
- image resolution
- super resolution
- image quality
- low resolution images
- high resolution images
- low resolution
- chest radiographs
- high resolution
- resolution enhancement
- super resolved
- image data
- convolutional neural network
- higher resolution
- image reconstruction
- spatial resolution
- image restoration
- input image
- image synthesis
- image super resolution
- reconstructed image
- super resolution reconstruction
- image database
- high quality
- visual quality
- pixel values
- degraded images
- bit rate
- test images
- image classification
- image registration
- motion estimation
- three dimensional
- motion blur
- image features
- d objects
- region of interest
- object recognition
- multiscale
- image processing
- super resolution algorithm
- x ray