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
Image: Nordroden/shutterstock.com
Greg Blackman reports on a presentation Eric Camirand of Waste Robotics gave about hyperspectral imaging and robotics used in recycling plants
Both Saccade Vision and Tridimeo are targeting the automotive sector with their 3D vision cameras. Credit: Supergenijalac/Shutterstock.com
Greg Blackman speaks to two young companies with some novel 3D imaging approaches
Electronics quality checks made using laser triangulation. Credit: Sick
We ask four experts to give their advice for 3D imaging best practices
A 3D point cloud of a coin, which has metallic, glossy surfaces and a really fine surface structure. Credit: AIT
Matthew Dale investigates the technology behind inline computational imaging
Intergro Technologies has several patents in machine vision. Credit: Intergro Technologies
Keely Portway finds out how vision systems can be more tightly integrated within factory machinery
Credit: Messe Stuttgart
Here’s some of what to expect when the trade fair opens its doors
The Austrian Institute of Technology's 3D surface scanner. Credit: AIT Austrian Institute of Technology
The Austrian Institute of Technology, HD Vision Systems, Prophesee and Zeiss have been recognised by the judges, with the award to be presented at Vision in Stuttgart
