OCEANOLOGY INTERNATIONAL 2020 – Machine learning improves underwater visibility in real time
March 3, 2020 at 10:51
New AI-supported image enhancement by Fraunhofer IGD processes underwater video in real time, making underwater activities faster and more effective. Underwater technology providers can license the solution for embedded systems in smart cameras or on underwater vehicles. One other advantage is that this smart image processing system requires little power to operate. At Oceanology International in London, anyone who is interested can find out more about this new technology and discuss it with experts.
Real-time video processing through artificial intelligence
The Fraunhofer Institute for Computer Graphics Research IGD has years of experience in the field of underwater image enhancement. One of the latest developments is the use of artificial intelligence in the form of what are called “autoencoders” and “generative adversarial networks” in enhancing images and video. An artificial neural network automatically detects the parameters of an underwater recording that require enhancement and makes the necessary adjustments, specifically color correction, noise reduction and sharpening. A second network is responsible for training the first by generating artificial training data, since this is sparse in the specific case of underwater recordings. By integrating AI, parameters no longer need to be manually set as before - the networks continue to learn and grow by themselves and deliver better and better results.
Also at Oceanology International:
“Acoustic Eye” acoustic 3D imaging and surveying system (funded by the German Federal Ministry for Economic Affairs and Energy): http://www.igd.fraunhofer.de/en/projects/acoustic-eye-innovative-3d-imaging-and-surveying-system-using-bionic-principles
Subsea@Fraunhofer at Oceanology International 2020: http://www.igd.fraunhofer.de/en/veranstaltungen/oceanology-international-2020
Fraunhofer IGD technology for processing and enhancing underwater photos and video:
Fraunhofer IGD’s expertise in underwater research: http://www.igd.fraunhofer.de/subsea
Fraunhofer IGD at Oceanology International:
London, Excel / Mar. 17-19, 2020
Northern Germany Joint, Stand F200