Image processing method and device, electronic equipment and storage medium

The invention provides an image processing method and device, electronic equipment and a storage medium. Comprising the steps that an image processing pipeline is determined, and the image processing pipeline comprises a plurality of image processing modules; establishing an image inverse processing...

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Bibliographische Detailangaben
Hauptverfasser: LIU QIANSHUN, WEI XUPENG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention provides an image processing method and device, electronic equipment and a storage medium. Comprising the steps that an image processing pipeline is determined, and the image processing pipeline comprises a plurality of image processing modules; establishing an image inverse processing flow through an image processing pipeline; generating training data for demosaicing model training through an image inverse processing flow; model training and optimization are carried out based on the generated training data, a target demosaicing model is obtained, and the target demosaicing model is used for reconstructing a single-color original Bayer image to obtain a complete three-channel color image. According to the scheme, the degradation processing is carried out through the image inverse processing flow to obtain the original image which simulates the actual shooting of the digital camera, and compared with a model directly trained by adopting a public evaluation data set, the simulated original image t