Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Hongxu Ma0
Vadim Tschernezki0
Ronald Votel0
Jie Jacquot0
Allen Richard Zhao0
Date of Patent
April 4, 2023
0Patent Application Number
178342690
Date Filed
June 7, 2022
0Patent Citations
Patent Primary Examiner
Methods, systems, apparatus, and computer-readable media for data band selection using machine learning. In some implementations, image data comprising information for each of multiple wavelength bands is obtained. A multi-layer neural network is trained using the image data to perform one or more classification or regression tasks. A proper subset of the wavelength bands is selected based on parameters of a layer of the trained multi-layer neural network, where the parameters were determined through training of the multi-layer neural network using the image data. Output is provided indicating that the selected wavelength bands are selected for the one or more classification or regression tasks.
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