METHOD FOR GENERATING IMAGE DATA FOR MACHINE LEARNING BASED IMAGING ALGORITHMS

METHOD FOR GENERATING IMAGE DATA FOR MACHINE LEARNING BASED IMAGING ALGORITHMS

A method and system for converting arbitrary RGB images downloaded from online image sources to spectral images, and further processing the spectral images with the help of camera characterization data to input and ground truth image pairs to be used for training deep neural networks for image proce...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: KOSKINEN, Samu
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PICTORIAL COMMUNICATION, e.g. TELEVISION
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Beschreibung
Zusammenfassung:A method and system for converting arbitrary RGB images downloaded from online image sources to spectral images, and further processing the spectral images with the help of camera characterization data to input and ground truth image pairs to be used for training deep neural networks for image processing tasks such as Auto White Balance (AWB) or Color Shading Correction (CSC).