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.
White Papers
12 June 2020
17 March 2020
Philipp Huber, Hans-Joachim Gelke and Matthias Rosenthal, from the Institute of Embedded Systems at Zurich University of Applied Sciences, describe a method for direct data transfer between a GPU and FPGA for real-time imaging
13 March 2020
When optical designers attempt to compare the performance of optical systems, a commonly used measure is modulation transfer function. In order to understand the significance of MTF, consider some general principles and practical examples for defining MTF including its components, importance, and characterisation
02 December 2019
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.
17 September 2019
Imaging systems are becoming ubiquitous in modern technology; camera-lens systems are almost everywhere you look. From smartphones to self-driving cars, our world is filled with computers that rely on machine vision to record, observe, and analyse their surroundings.
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How will the world feed 10 billion people by 2050 with no new land for agriculture? Greg Blackman speaks to machine builder Bühler about how optical sensing can maximise yield in grain processing
Two robots have been installed at Aalborg University Hospital in Denmark. Credit: Kuka
Keely Portway looks at how robots are automating procedures in hospital testing laboratories, and how imaging underpins this
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
Credit: Flir Systems
As demand for thermal imaging rises during the coronavirus pandemic, Greg Blackman asks how effective thermal cameras are at screening people for signs of fever
Greg Blackman speaks to Kieran Edge at the University of Sheffield's Advanced Manufacturing Research Centre, about new vision projects and the presentation he is to give for UKIVA's vision technology hub, to be broadcast on 14 May
Stemmer Imaging's David Hearn has died after a long illness. Mark Williamson, corporate marketing director at the company, looks back at Hearn’s career
The appetite for vision and automation remains strong, but there is still a lot of uncertainty at the present time, were the views of the heads of the AIA, EMVA, VDMA Machine Vision, and UKIVA in a webinar
Chinese hospitals have ordered 2,000 UVD robots from Blue Ocean Robotics since the start of the pandemic. Credit: Blue Ocean Robotics
The Covid-19 pandemic has highlighted the importance of robotics and automation in many areas of manufacturing and society, according to CEOs of robotic firms in a webinar run by A3
