Concepedia

Material decomposition of spectral CT images via attention-based global convolutional generative adversarial network

Xiaodong Guo, Peng He, Xiaojie Lv, Xuezhi Ren, Yonghui Li, Yuanfeng Liu, Xiaohua Lei, Peng Feng, Hongming Shan

Nuclear Science and Techniques · 2023 · 16 citations · 32 references

Concepts

Veterinary MedicineBiomedical EngineeringRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyComputed TomographyComputed Tomography PhysicsImage Feature EngineeringImage SynthesisMaterial RepresentationMedical ImagingCt Image ReconstructionGenerative Models For MaterialsMaterial DecompositionNeural Material RepresentationSpectral Computed Tomography

References

32

Generative adversarial networks

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM · 2020 · 13.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer, Jonathan Long, Trevor Darrell · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 11.1K citations

Computing, Computer Science, Computer Vision +13

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · arXiv (Cornell University) · 2015 · 4.7K citations · Full text

Computing, Computer Science, Computer Vision +11

Energy-selective reconstructions in X-ray computerised tomography

R. E. Alvarez, Albert Macovski · Physics in Medicine and Biology · 1976 · 2K citations

Natural Sciences, Radiology, Diagnostic Imaging +14

PCANet: A Simple Deep Learning Baseline for Image Classification?

IEEE Transactions on Image Processing · 2015 · 1.3K citations · Full text

Computing, Computer Science, Computer Vision +14