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
Credit: Science and Harvard SEAS
Scientists at the Harvard School of Engineering and Applied Sciences have developed a compact snapshot polarisation camera based on diffraction gratings containing nanoscale structures
Embedded system designers now have a reference platform for vision-based development work, thanks to a €4 million Horizon 2020 project called Tulipp, which has recently concluded
Work from quantum imaging hub's first three years was showcased at an event in London on 22 November 2017. Credit: Dan Tsantilis and EPSRC
The UK quantum enhanced imaging hub, Quantic, has secured £28 million in UK funding to continue development of sensing and imaging equipment using quantum technologies
Reconstruction of traffic signs with high-resolution colour non-line-of-sight imaging using conventional CMOS cameras sensors
Carnegie Mellon University showed a non-line-of-sight imaging technique able to compute millimetre- and micrometre-scale shapes of curved objects
Researchers at Earlham Institute have developed a machine learning platform to categorise lettuce crops using computer vision and aerial images
Graphene Flagship partner, Emberion, is launching a VIS-SWIR graphene photodetector at Laser World of Photonics. The technology has been shortlisted for an innovation award at the Munich trade fair
UK start-up, Photonic Vision, has developed what it considers a disruptive approach to time-of-flight sensing for lidar, able to reach high sensitivity without avalanche multiplication
The University of Durham's Lucy Downes presented a terahertz imaging method 100-times faster than any previous terahertz imager at the UK KTN's Intelligent Imaging meeting in London on 29 April
Greg Blackman reports on CSEM's Witness IOT camera, an ultra-low power imager that can be deployed as a sticker. Dr Andrea Dunbar presented the technology at Image Sensors Europe in London in March
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
Matthew Dale explores the high-resolution imaging solutions emerging for inspecting OLEDs and other electronic displays
As car makers install production lines for electric vehicles, Greg Blackman looks at how vision is currently used in their factories
Keely Portway investigates how vision technology is being used in the dental sector, from initial diagnosis, to quality control of prostheses
The UK is up to 20 per cent less productive than its major competitor countries because it is not investing in automation, Mike Wilson at the British Automation and Robot Association said at UKIVA's machine vision conference in Milton Keynes. Greg Blackman reports
