Image processing method and system based on multi-source data fusion

Abstract

The invention provides an image acquisition and processing system and method based on multi-source data fusion and a computer readable medium. The image processing system comprises: a first image input channel group, a second image selection group, a third image processing group and a fourth image fusion group; wherein the first image input channel group obtains image data from various different sources; the second image selection group comprises an image data screening engine and an image data grouping engine; the image grouping engine obtains a plurality of grouped image data; the third image processing group comprises a first neural network model and a second neural network model; and the fourth image fusion group receives a first output result of the first neural network model and a second output result of the second neural network model, and performs fusion calculation on the first output result and the second output result. According to the invention, the generation mode of the multi-source picture data can be adjusted based on the fusion calculation result, so that the image processing quality is ensured while the hardware use cost is reduced.

Description

technical field [0001] The invention belongs to the technical field of image processing, and in particular relates to an image acquisition and processing system, method and computer-readable medium based on multi-source data fusion. Background technique [0002] For important industries such as electric power, petroleum, chemical industry and transportation, safe production and safe operation of equipment are very important, so the monitoring of equipment and site is very important. The on-site monitoring equipment of the image monitoring system mainly includes cameras and lenses, pan-tilts, controllers and other equipment. The cameras are mainly used to convert optical signals into electrical signals (video), and the lenses adjust the aperture and focal length to achieve clear imaging. Effect; the pan / tilt is responsible for moving the camera up, down, left, and right; the controller obtains commands from the superior to complete the control of the pan / tilt and the lens, an...

AI Technical Summary

Problems solved by technology

[0005] However, the inventors have found that in order to obtain the accuracy and comprehensiveness of monitoring, in the prior art, for the same monitoring area (monitoring location), it is usually necessary to configure an excessive number of monitoring devices (cameras), and these cameras also need to have super Standard high-resolution, and it is uninterruptedly turned on at the same time for most of the time period, the hardware cost is high, and it takes up more resources

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