Image dynamic real-time analysis system and method based on artificial intelligence
A real-time analysis and artificial intelligence technology, applied in the field of image processing, can solve the problems of inability to dynamically analyze and process images, single texture features, etc., to achieve the best denoising effect and ensure reliability.
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Embodiment 1
[0089] The artificial intelligence-based image dynamic real-time analysis method provided by the embodiment of the present invention is as follows: figure 1 As shown, as a preferred embodiment, such as image 3 As shown, the method for denoising the acquired image data through the data preprocessing program provided by the embodiment of the present invention includes:
[0090] S201, converting the color image into a grayscale image, estimating the brightness background of the image by using an average value method, and subtracting it from the grayscale image to eliminate the influence of exposure and brightness differences.
[0091] S202, using a local rank operator to perform local rank transformation on the image under different parameter conditions, to obtain a positive local rank transformation and a negative local rank transformation of the image.
[0092] S203, adding the positive local rank transformation and the negative local rank transformation to obtain a statistic...
Embodiment 2
[0107] The artificial intelligence-based image dynamic real-time analysis method provided by the embodiment of the present invention is as follows: figure 1 As shown, as a preferred embodiment, such as Figure 4 As shown, the method for extracting, identifying and analyzing image features through the image data dynamic analysis module provided by the embodiment of the present invention includes:
[0108] S301, using the image data dynamic analysis module to extract multiple image features of the image data object, subject, scene, and content respectively by using the image feature extraction algorithm, and obtain the segmented image data.
[0109] S302. Use an image processing program to process the data including image objects, subjects, scenes, and content features, and multiple divided image data, to obtain different image processing results of objects, subjects, scenes, and contents.
[0110] S303, performing image fusion on the obtained image processing results of the ta...
Embodiment 3
[0118] The artificial intelligence-based image dynamic real-time analysis method provided by the embodiment of the present invention is as follows: figure 1 As shown, as a preferred embodiment, such as Figure 5 As shown, the method for constructing a scene model based on the obtained image theme and scene information through the scene model construction module provided by the embodiment of the present invention includes:
[0119] S401, using image subject and scene data and original image data.
[0120] S402. Perform surface support analysis on the original image data by using the classification line to obtain the surface to which each pixel belongs in the image, and divide the image according to the surface to which the pixel belongs, so as to obtain preliminary scene structure information.
[0121] S403. Construct an image scene graph based on the obtained image theme and scene data, and generate a final 3D scene structure according to the scene graph.
[0122] S404, usin...
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