Concepedia

TransMRSR: transformer-based self-distilled generative prior for brain MRI super-resolution

Shan Huang, Xiaohong Liu, Tao Tan, Menghan Hu, Xiaoer Wei, Ting‐Li Chen, Bin Sheng

The Visual Computer · 2023 · 93 citations · 31 references

Concepts

MedicineNeuroscienceRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyBrain ImagingFunctional NeuroimagingMagnetic Resonance Image ReconstructionMagnetic Resonance ImagingMedical ImagingNeuroimaging PhysicsImage Super-resolutionMedical Image Super-resolutionStructural MriSuper-resolutionSuper-resolution Imaging

References

31

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

Computing, Computer Science, Computer Vision +16

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

Christian Ledig, Lucas Theis, Ferenc Huszár et al. · 2017 · 12.3K citations

Computing, Computer Science, Computer Vision +14

Image Super-Resolution Using Deep Convolutional Networks

Chao Dong, Chen Change Loy, Kaiming He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 9.9K citations

Computing, Computer Science, Computer Vision +16

Accurate Image Super-Resolution Using Very Deep Convolutional Networks

Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee · 2016 · 7.6K citations

Computing, Computer Science, Computer Vision +14

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

Wenzhe Shi, José Caballero, Ferenc Huszár et al. · 2016 · 7.1K citations

Computing, Computer Science, Computer Vision +13