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Three-dimensional Shape Reconstruction from Single-shot Speckle Image Using Deep Convolutional Neural Networks

Hieu Nguyen, Tan Tran, Yuzeng Wang, Zhaoyang Wang

2021Optics and Lasers in Engineering58 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceConvolutional neural networkSpeckle patternDeep learningPoint cloudProcess (computing)Computer visionProjection (relational algebra)Iterative reconstructionMonocular3D reconstructionPattern recognition (psychology)AlgorithmOperating systemOptical measurement and interference techniquesImage Processing Techniques and Applications3D Surveying and Cultural Heritage
Three-dimensional Shape Reconstruction from Single-shot Speckle Image Using Deep Convolutional Neural Networks | Litcius