Construction alert area monitoring and early warning system and method based on image recognition
A monitoring and early warning, image recognition technology, applied in biometric recognition, neural learning methods, character and pattern recognition, etc., can solve problems such as missed detection, waste of resources and manpower, and affecting the entry and exit of construction personnel
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Embodiment 1
[0056] This embodiment provides a monitoring and early warning system for construction warning areas based on image recognition, which includes multiple cameras, the Internet and terminal devices set outside the construction warning area, and also includes an image input module, an image splicing module, an interactive calibration module, and pedestrian detection. module, visual intrusion module, feature extraction module and decision module, such as figure 1 shown;
[0057] The image input module is used to obtain the synchronous video images of each camera around the highway construction warning area, and sends the collected synchronous video images to the graphic splicing module, and the splicing module is used to splice multiple synchronous video images Obtain a panoramic image of the operating area;
[0058] The interactive calibration module is used to interactively demarcate the early warning trigger area on the panoramic image, and activate the visual intrusion module...
Embodiment 2
[0094] This embodiment provides an image recognition-based monitoring and early warning of highway construction warning areas, which specifically includes the following steps:
[0095] S1, deploying camera groups to cover engineering construction operations and surrounding warning areas; input images collected by multiple cameras into the image stitching module to stitch together to obtain a panoramic image of the operation area;
[0096] S2, mark the early warning trigger area on the obtained panoramic image through the interactive calibration module, and record the characteristics and number of operators who are allowed to enter the early warning trigger area;
[0097] S3, the visual intrusion module monitors the video images in the early warning trigger area in real time, and when an intruder enters the early warning trigger area, an early warning signal is sent to activate the pedestrian detection module;
[0098] S4, when the pedestrian detection module receives the early...
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