Method for monitoring and early warning water bloom in small water area based on image processing
A monitoring and early warning, image processing technology, applied in image data processing, measuring devices, color/spectral characteristic measurement, etc., can solve problems such as complex structure, high maintenance cost, and unfavorable popularization and use
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[0072] Such as figure 1 As shown in Fig. 1, a small-scale water bloom monitoring and early warning method based on image processing is used for monitoring and early warning of water blooms in the Pengxi River (the first-level tributary of the Yangtze River located in the heart of the Three Gorges Reservoir Area) in Kaixian County, Chongqing City. The area is about 63,000 square meters, and the specific steps are as follows:
[0073] (1) Establish a color prior model
[0074] Firstly, based on the sample image or video data of the historical algal bloom area of the measured water area, a color prior model is established, namely:
[0075] Let {x' j} j=1,2…n For n pixels of sample image or video data, each pixel is converted from RGB (three primary colors) space to HSV (color, bright separation) space, and the discretization value of H (hue) component is i (i=1 , 2..., 360), the range [0, 360] of the H (hue) component is scaled to [0, 255], so that the value of the value ra...
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