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.
Stemmer Imaging has acquired Spanish firm Infaimon for a deal reported to be in the low tens of millions of euros
New software called ChimpFace is helping conservationists identify illegal trade in chimpanzees using face recognition
Computer vision expert, Scott Krig at Krig Research, explains how understanding 'feature descriptor metrics' can help optimise image processing in industrial vision
Following speaking at the AIA business conference in Orlando, Florida at the end of January, Jon Sobel, CEO and co-founder of Sight Machine, argues that with modern data analytics machine vision can be much more than just inspection
The British Machine Vision Conference is due take place at the beginning of September, an event with machine vision in the title - but, confusingly, focusing on academic algorithm development and computer vision. Greg Blackman asks what industrial image processing can learn from academia
Greg Blackman looks at the options for high-throughput image processing, including FPGAs and multicore processors, and finds out what unites development in all software packages is ease of use
Greg Blackman on the developments taking place within image processing libraries
Stephen Mounsey looks at trends in the development of image processing software and libraries, and finds that usability is becoming increasingly important here
Stephen Mounsey discovers that for some applications, 'quite fast' just isn't fast enough
Advances in sensors that capture images like real eyes, plus in the software and hardware to process them, are bringing a paradigm shift in imaging, finds Andrei Mihai
Credit: Darko Cacic/Shutterstock.com
A new automated approach is helping engineers in vision technology and forensics to identify rare traces, which can be essential in solving a crime
The inspection engineer is able to see on the tablet that the structure is free of defects (Credit: Fraunhofer)
Integrating AI and augmented reality into imaging and machine vision for automated inspection tasks paves the way for faster, more efficient manufacturing, finds Abigail Williams
Camera and AI-equipped agricultural robots that can till, weed, pollinate and harvest are revolutionising farming, discovers Benjamin Skuse
Optical accelerators are enabling a new generation of powerful hyperspectral cameras, writes Professor Andrea Fratalocchi, of KAUST and Pixeltra
Optical accelerators are enabling a new generation of powerful hyperspectral cameras, writes Professor Andrea Fratalocchi, of KAUST and Pixeltra
Compact hyperspectral imaging cameras have huge potential once integrated into stringent clinical workflows, writes Imec’s Wouter Charle
Imec’s Wouter Charle on how compact hyperspectral imaging cameras have huge potential once integrated into stringent clinical workflows
