Concepedia

Sparse ultrasonic guided wave imaging with compressive sensing and deep learning

Xiaocen Wang, Jian Li, Dingpeng Wang, Xinjing Huang, Lin Liang, Zhifeng Tang, Zheng Fan, Yang Liu

Mechanical Systems and Signal Processing · 2022 · 42 citations · 32 references

Concepts

Natural SciencesBioengineeringBiomedical EngineeringBiomedical ImagingUltrasonographyUltrasoundAcoustic ImagingAcoustic Inverse ProblemsAcoustic Wave PropagationUltrasonicsUltrasound ImagingUltrasound PhysicsCompressed SensingCompressive SensingSparse ReconstructionUltrasonic ImagingUltrasonic Waves

References

32

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Compressed sensing

David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations

Natural Sciences, Computer Science, Mathematics +17

Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information

Emmanuel J. Candès, Justin Romberg, Terence Tao · IEEE Transactions on Information Theory · 2006 · 15.8K citations

Natural Sciences, Electrical Engineering, Mathematics +16

An Introduction To Compressive Sampling

Emmanuel J. Candès, Michael B. Wakin · IEEE Signal Processing Magazine · 2008 · 10K citations

Engineering, Electrical Engineering, Mathematics +17