Xinxiwang takes you to understand the application of machine vision inspection equipment

With the rapid development of society, machine vision inspection technology is essential. Moreover, machine vision inspection has become an important role in the industrial automation production process, especially for some large-scale production enterprises, through machine vision to replace the traditional manual visual inspection method, identify product defects, and real-time monitoring of product production quality data, reduce defective production, ensure product quality stability and improve market competitiveness. What are the application aspects of machine vision inspection equipment in addition to industrial inspection? Here is Xinxiwang to take you to understand:

1. Machine vision inspection equipment is used in industrial inspection

Machine vision inspection equipment has been successfully applied in the field of industrial inspection, greatly improving the quality and reliability of products, and ensuring the production speed. For example, product packaging printing quality inspection, beverage industry container quality inspection, beverage filling inspection, beverage product sealing inspection, wood factory wood inspection, semiconductor integrated block packaging quality inspection, coil steel quality inspection and fruit grading inspection. On the pharmaceutical production line, drug packaging can be inspected using machine vision technology to determine whether the correct pill has been filled.

2. Machine vision inspection equipment is used in robot navigation and visual servo system

Giving robot vision is one of the fields of robot research. Its purpose is to feed back the state and position information of the object or itself to the robot motion control system through image positioning and image understanding. If the camera is fixed on the head, a manipulator grabs and moves the workpiece within a certain range, the industrial camera uses dynamic image recognition and tracking algorithms to track the moved workpiece and always keep it in the middle of the field of view.

3. Machine vision testing equipment is used in medicine

In the field of medicine, machine vision testing equipment is used to assist doctors in the analysis of medical images, mainly using digital image processing technology and information fusion technology to analyze interray radiographic views, nuclear magnetic resonance images, CT images, or other medical image data statistics and analysis. Different medical imaging devices obtain images of biological tissues with different characteristics. For example, X-ray reflects bone tissue, MRI reflects organic tissue image, and doctors often need to consider the relationship between bone and organic tissue, so it is necessary to use digital image processing technology to properly superposition the two images for medical analysis. Using digital image processing method to count the number of cells is to use digital image edge extraction and image segmentation technology to automatically complete the number of cells, saving manpower and improving efficiency.

4. Application of machine vision in satellite remote sensing

Satellite remote sensing image has a large amount of information, and there are many kinds of interference and error in the data, so the workload and difficulty of processing and analysis are great. Machine vision technology is used to analyze a variety of remote sensing images, environmental monitoring, geographic surveying, and automatic recognition, understanding and classification of ground targets according to the image and graphic features of terrain and landform.

5. Application of machine vision inspection equipment in image monitoring, security and traffic management

In the CCTV monitoring system, machine vision detection equipment is used to enhance image quality, capture emergencies, monitor complex scenes, identify identities, track suspicious targets, etc., which can greatly improve the monitoring efficiency and reduce the probability of dangerous events. In traffic management systems, machine vision technology is used for vehicle identification, scheduling, and providing relevant information to traffic management and command systems.

It can be seen that the birth and application of machine vision testing equipment has greatly improved the level of production automation, liberated the human labor force, and improved the status quo of human life, and its application prospects are extremely broad. At present in foreign countries, machine vision technology has been widely used in production and life, but our country is in the initial stage, and it is urgent for the joint efforts of scientific and technological workers to rapidly improve the development level of machine vision technology in our country and make contribution to our country's modernization.