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A 3D convolutional neural network based near-field acoustical holography method with sparse sampling rate on measuring surface

Jiaxuan Wang, Zhifu Zhang, Yizhe Huang, Zhuang Li, Qibai Huang

2021Measurement22 citationsDOI

Topics & Concepts

Acoustic holographyNyquist–Shannon sampling theoremAutoencoderSampling (signal processing)Computer scienceConvolutional neural networkAlgorithmHolographyCompressed sensingField (mathematics)Word error rateNoise (video)Artificial neural networkAcousticsMathematicsArtificial intelligenceComputer visionOpticsPhysicsFilter (signal processing)Pure mathematicsImage (mathematics)Aerodynamics and Acoustics in Jet FlowsAcoustic Wave Phenomena ResearchStructural Health Monitoring Techniques
A 3D convolutional neural network based near-field acoustical holography method with sparse sampling rate on measuring surface | Litcius