Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszár, +8

Image AnalysisMachine LearningEngineeringGenerative Adversarial NetworkImage Super-resolution +10

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Wenzhe Shi, José Caballero, Ferenc Huszár, +5

Convolutional Neural NetworkHigh ResolutionEngineeringMachine LearningSuper-resolution Imaging +14

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

Jo Schlemper, José Caballero, Joseph V. Hajnal, +2

IEEE Transactions on Medical Imaging

Image ReconstructionConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +22

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszár, +8

arXiv (Cornell University)

Image AnalysisMachine LearningEngineeringGenerative Adversarial NetworkImage Super-resolution +10

Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation

José Caballero, Christian Ledig, Andrew P. Aitken, +4

Machine VisionImage AnalysisMachine LearningEngineeringConvolutional Neural Networks +10

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

Ozan Oktay, Enzo Ferrante, Konstantinos Kamnitsas, +10

IEEE Transactions on Medical Imaging

Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction

Chen Qin, Jo Schlemper, José Caballero, +3

IEEE Transactions on Medical Imaging

Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch

Wenzhe Shi, José Caballero, Christian Ledig, +7

Lecture notes in computer science

Super-resolution ImagingImage AnalysisEngineeringMedical ImagingCardiac Image Super-resolution +9

Dictionary Learning and Time Sparsity for Dynamic MR Data Reconstruction

José Caballero, Anthony N. Price, Daniel Rueckert, +1

IEEE Transactions on Medical Imaging

Image ReconstructionEngineeringMachine LearningAtomic DecompositionImage Analysis +17

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Wenzhe Shi, José Caballero, Ferenc Huszár, +5

arXiv (Cornell University)

Convolutional Neural NetworkHigh ResolutionEngineeringMachine LearningSuper-resolution Imaging +14