In foreign countries, the popularization of machine vision applications is mainly reflected in the semiconductor and electronics industries, of which about 40% -50% are concentrated in the semiconductor industry.
Machine vision is a fairly new and rapidly developing field of research. People began to study the statistical pattern recognition of two-dimensional images in the 1950s. Roberts began to study three-dimensional machine vision in the 1960s. In the 1970s, the MIT artificial intelligence laboratory officially opened the "machine vision" course, which began in the 1980s. Global research boom, machine vision has developed vigorously, and new concepts and new theories are constantly emerging; now, machine vision is still a very active research field, and related disciplines involve: image processing, computer graphics, pattern recognition , Artificial intelligence, artificial neural network, etc.
In foreign countries, the popularization of machine vision applications is mainly reflected in the semiconductor and electronics industries, of which about 40% -50% are concentrated in the semiconductor industry. Specific examples include PCB printed circuits: various types of assembly technologies and equipment for the production of printed circuit boards; single, double-sided, multi-layer circuit boards, copper clad laminates and the required materials and auxiliary materials; auxiliary facilities and consumables, inks, potions, pharmacy, accessories; electronics Packaging technology and equipment; screen printing equipment and screen peripheral materials. SMT surface mount: SMT process and equipment, welding equipment, testing instruments, repair equipment and various auxiliary tools and accessories, SMT materials, patch, adhesive, flux, solder and anti-oxidation oil, solder paste, cleaning agent, etc .; Reflow welding machine, wave welding machine and automatic production line equipment. Electronic production and processing equipment: electronic component manufacturing equipment, semiconductor and integrated circuit manufacturing equipment, component molding equipment, electronic tooling. The machine vision system has also been widely used in various aspects of quality inspection, and its products occupy a decisive position in the application. In addition, machine vision is also used in various other fields.
In China, the above industries are themselves emerging fields, and the lack of popularization of machine vision product technology has led to almost blank applications in the above industries, even if there are only low-end applications. Luo Baihui, chief researcher of Jinmo Industrial Control Network, said that in China, with the improvement of supporting infrastructure and the accumulation of technology and funds, the demand for industrial automation and intelligence that uses images and machine vision technology in various industries has begun to appear widely. In the past two years, colleges, research institutes and enterprises have made active thinking and bold attempts in the field of image and machine vision technology, and gradually started the application of industrial sites. It is mainly used in the fields of pharmacy, printing, and mineral water bottle cap inspection. Most of these applications are focused on, for example, drug testing and packaging, and printing color testing. Real high-end applications are still rare, so the application space of the above related industries is still relatively large. Of course, other fields such as fingerprint detection and other fields also have good room for development.
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