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

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

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

Discriminative dictionary learning for abdominal multi-organ segmentation

Tong Tong, Robin Wolz, Zehan Wang, +6

Medical Image Analysis

EngineeringMachine LearningFinal SegmentationDiagnostic ImagingAbdominal Multi-organ Segmentation +14

Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize

Andrew P. Aitken, Christian Ledig, Lucas Theis, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringRandom InitializationDeblurringImage Analysis +16

Dynamics of microbial communities, texture and flavor in Suan zuo yu during fermentation

Zehan Wang

Food Chemistry

Food FermentationIn Vitro FermentationMicrobial CommunitiesSuan Zuo YuMicrobial Ecology +5

Is the deconvolution layer the same as a convolutional layer?

Wenzhe Shi, José Caballero, Lucas Theis, +4

arXiv (Cornell University)

Transposed Convolution LayerConvolutional Neural NetworkImage AnalysisEngineeringSparse Neural Network +10

Geodesic Patch-Based Segmentation

Zehan Wang, Kanwal K. Bhatia, Ben Glocker, +5

Lecture notes in computer science

Geometric ModelingMachine VisionImage AnalysisEngineeringEdge Detection +7