Video super-resolution method and device, electronic equipment and storage medium

The invention provides a video super-resolution method and device, electronic equipment and a storage medium, and can be applied to the field of artificial intelligence. The method comprises the following steps: acquiring pre-acquired video image data, and acquiring a to-be-processed image and an ad...

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Bibliographische Detailangaben
Hauptverfasser: PU ZEDONG, WU NIANHUAN, LIAO XINYI, XU BEIYUAN
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention provides a video super-resolution method and device, electronic equipment and a storage medium, and can be applied to the field of artificial intelligence. The method comprises the following steps: acquiring pre-acquired video image data, and acquiring a to-be-processed image and an adjacent image of the to-be-processed image from the video image data; wherein the adjacent image of the to-be-processed image comprises a previous frame of image and a next frame of image of the to-be-processed image; determining the similarity between the to-be-processed image and the adjacent image; according to the similarity between the to-be-processed image and the adjacent image, performing feature fusion processing on the to-be-processed image and the adjacent image to obtain fused image feature data; and according to the fused image feature data, based on a preset super-resolution reconstruction algorithm, obtaining a high-resolution image corresponding to the to-be-processed image. According to the method p