In machine vision systems, image quality directly affects the accuracy and reliability of subsequent processing tasks. During image acquisition, transmission, and storage, images inevitably suffer from various types of noise contamination, including sensor thermal noise, quantization noise, and transmission interference. These noise sources severely degrade image quality and impact the performance of critical algorithms such as feature extraction, object recognition, and edge detection. Image filtering, as a core technology in machine vision preprocessing, aims to suppress noise while preserving useful information in images, such as edges, textures, corner points, and other important features.

The wave of artificial intelligence is sweeping across the globe at an unprecedented pace, fundamentally transforming the underlying logic of the job market. According to a McKinsey Global Institute report, by 2030, approximately 400 to 800 million people worldwide may lose their jobs due to automation, but simultaneously AI will create more high-value positions. The World Economic Forum's "Future of Jobs Report" indicates that by 2025, machines will undertake more work currently performed by humans, but this process will result in a net increase of 12 million jobs. This transformation is not a simple transfer of work, but a reconstruction of the entire industrial ecosystem.

Application of Machine Vision AI in Appearance Defect Detection Introduction Under the wave of Industry 4.0 and intelligent manufacturing, product quality control has become the core competitiveness of manufacturing enterprises. Traditional manual inspection methods suffer from numerous pain points such as low efficiency, high missed detection rates, and high costs, making them unable to meet […]

In today's era of intelligent manufacturing, machine vision technology has become an indispensable component of industrial automation. From precision assembly and inspection of electronic products to quality control in automotive manufacturing, from automatic sorting in food packaging to assisted diagnosis in medical imaging, machine vision technology is profoundly transforming traditional manufacturing. Behind these impressive applications, one core technology consistently plays a crucial role: geometric matching.

Recently, our company successfully won the Top 20 in the Intelligent Inspection Equipment Innovation Trackand the Excellent Team Award at the 2nd Manufacturing Industry Intelligent Solution Innovation Competition with our CKVision Machine Vision Intelligent Inspection System. The competition brought together top teams in the national manufacturing intelligence field with fierce competition.Under the guidance of General […]

1. Key Features Versatility Suitable for bulk material sorting and feeding of 99% of small components in industrial automation production, including special-shaped components and delicate, damage-prone components; multiple motion modes cover all vibration needs for visual feeding applications. Fast Vibration Response Vibration response time is a few milliseconds, and vibration dispersion can be completed in as short […]

The CK-HDT48 series digital overdrive strobe controller is specifically designed for strobe control.The unique overdrive driving mode finds significant applications in high-speed detection fields such as semiconductor and metal size measurement,packaging foreign object identification.

From March 26 to 29, 2025, CK Vision showcased its deep learning–based industrial inspection solutions and 3D precision measurement technology at both the 2025 ITES China Shenzhen International Industrial Manufacturing Technology and Equipment Exhibition and the China（Shanghai）Machine Vision Exhibition and Machine Vision Technology & Application Conference With innovative technologies empowering intelligent manufacturing, CK Vision attracted significant […]

Over the past year, every progress and achievement of CKVision has been inseparable from the silent dedication and selfless commitment of all employees. At the dawn of 2025, we will present a series of prestigious awards to honor those outstanding employees who have delivered exceptional performance at work and made remarkable contributions to the company’s […]