Infrared image detection method and device, electronic equipment and storage medium

Abstract

The invention provides an infrared image detection method and device, electronic equipment and a storage medium, and belongs to the technical field of computer vision target detection.The method comprises the steps that a to-be-detected infrared image is obtained, the infrared image is amplified, and an amplified image is obtained; performing feature extraction on the amplified image to obtain low-resolution image features; inputting the low-resolution image features into a nonlinear mapping layer to obtain high-resolution image features; inputting the high-resolution image features into an image reconstruction layer to obtain a reconstructed image; and performing target detection on the reconstructed image to obtain category and position information of a predicted target. According to the method, after the initial low-resolution image is converted into the high-resolution image by using the super-resolution reconstruction method, detail features are richer, so that accurate detection of the infrared image target is realized, and the technical problem that the low-resolution infrared image cannot be accurately detected in the prior art is solved.

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