Ultimately, the goal is to empower the automotive industry with smarter, more efficient technology. By focusing on full-stack ...

The evolution of AI-powered vehicle inspection has moved rapidly from experimental research to an essential pillar of the modern automotive ecosystem. Historically, vehicle checks were manual and ...

As extreme weather events become more frequent globally, the automotive industry is seeking the Best Vehicle Inspection System For Hail Damage Detection to replace slow, subjective manual checks. A ...

The use of vision systems for automated inspections has been growing for several years now and is expected to accelerate as part of the digital transformation of industry. Despite the increasing ...

Whether you’re producing pet food or pharmaceuticals or packaging any type of consumer goods, you know that quality is paramount. While implementing manual quality control (QC) procedures throughout ...

Deep learning finds numerous applications in machine vision solutions, particularly in enhancing image analysis and recognition tasks. Algorithmic models can be trained to recognize patterns, shapes ...

In an image, estimating the distance between objects and the camera by using the blur in the images as clue, also known as depth from focus/defocus, is essential in computer vision. However, ...

Machine vision systems serve a vast range of industries and markets. They are used in factories, laboratories, studios, hospitals and inspection stations all over the world—and even on other planets.

The proposed method takes as input the focal stack and camera settings, and establishes a cost volume based on a lens defocus model. This design enables depth estimation with different camera settings ...