Credit: Recycleye
Recycleye’s vision system is capable of detecting and classifying items in waste streams, broken down by material, object and brand
Benedikt Karolus, COO of HD Vision Systems
HD Vision Systems was founded in 2017 and is now conducting a number of pilot projects with its Lumiscan camera
Algolux presented a research paper at CVPR 2020, describing an approach applying a stochastic optimisation method to the problem of optimal hardware-software co-design of cameras and computer vision algorithms
This paper will analyse the benefits and drawbacks of traditional image processing and deep learning. It aims to provide clarity on the subject of deep learning, which can then help data scientists and industries choose the most suitable method depending on the task.
A setup for photometric stereo imaging in which multiple lights are used to illuminate an object from different directions. Credit: Advanced illumination
Matthew Dale explores the power of computational imaging, all made possible by clever illumination
The impact of lidar in automotive has been replicated by the application of structured light approaches in machine and computer vision systems. The ultimate paradigm shift is restore vision to the blind. A discussion between photonics hardware, software and users is needed.
Zensors' algorithms analyse feeds from CCTV cameras to provide real-time data on the number of people in an area and whether safe distances are maintained between them
Takashi Someda, CTO at Hacarus, on the advantages of sparse modelling AI tools
Learn what kinds of inspection become possible with computational imaging. Includes a detailed overview of CI techniques used in machine vision and the components needed, and six application examples.
Limited data is a common problem when training CNNs in industrial imaging applications. Petra Thanner and Daniel Soukup, from the Austrian Institute of Technology, discuss ways of working with CNNs when data is scarce
Isotronic’s VialChecker multi-camera quality control machine. Credit: Isotronic and IDS
Greg Blackman explores quality control measures taken to make the glass bottles filled with vaccines
With logistics experiencing huge growth, Keely Portway considers business opportunities for vision companies in warehouse automation
Using drones could enable visual aircraft inspections in under an hour. Credit: Mainblades
Matthew Dale takes a bird’s eye view of aircraft inspection, where drones equipped with vision are replacing manual checks
A tunable LED light source offers spectral reproduction. Credit: Pro-Lite Technology
Leslie Lyons, business development manager for light metrology at Pro-Lite Technology, says spectral camera calibration needs a spectrally tunable light source
Greg Blackman reports from the Association for Advancing Automation's latest digital show on the advances being made using AI for industrial inspection
