Image enhancement method and related apparatus for in-situ monitoring underwater

Abstract

The application relates to an image enhancement method and related device for underwater in-situ monitoring. The method comprises: acquiring an underwater in-situ image, converting the underwater in-situ image into an original pixel matrix and performing normalization processing to obtain a standard pixel matrix; determining multi-dimensional feature parameters according to current image feature information and current device state information, constructing a weight factor matrix in each parameter dimension according to the multi-dimensional feature parameters, and calculating score values of parallel computing layers and serial computing layers respectively through the weight factor matrix; and determining a to-be-executed computing branch in parallel computing branches and serial computing branches according to the score values of the parallel computing layers and the serial computing layers, so as to perform image enhancement processing on the standard pixel matrix and obtain an enhanced underwater in-situ image. The method can realize an adaptive image enhancement processing mechanism for a complex underwater environment, improve processing stability and enhance applicability in different scenes.

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