A group of scientists from Intel and the University of Illinois at Urbana–Champaign have published a paper called Learning to See in the Dark detailing a powerful machine-learning based image processing technique that allows regular cameras to take super-sharp pictures in very low light, without long exposures or the kinds of graininess associated with low-light photography.
The results are astounding.
We propose a new image processing pipeline that addresses the challenges of extreme low-light photography via
a data-driven approach. Specifically, we train deep neural
networks to learn the image processing pipeline for low-
light raw data, including color transformations, demosaic-
ing, noise reduction, and image enhancement. The pipeline
is trained end-to-end to avoid the noise amplification and
error accumulation that characterize traditional camera pro-
cessing pipelines in this regime.
Learning to See in the Dark [Chen Chen, Qifeng Chen, Jia Xu and Vladlen Koltun/Arxiv]
Learning to See in the Dark [Chen Chen, Qifeng Chen, Jia Xu and Vladlen Koltun/University of Illinois]
(via Four Short Links)
The latest Humble Bundle features up to 26 DRM-free ebooks (including In Real Life, the graphic novel Jen Wang and I created) at prices ranging from $1 (for 8 titles) to $18 (for all 26), with all proceeds to the ACLU to benefit voting rights litigation and action.
Isotopium is a "remote reality" game that challenges players to pilot real miniature tank-drones around a massive, super-detailed scale model of Pripyat, the Ukrainian ghost-town created by the meltdown of the nearby Chernobyl reactor.
I have been collaborating with science fiction writer, singer, librettist and Renaissance scholar Ada Palmer and science historian and piracy expert Adrian Johns to put on a seminar series at the University of Chicago called Censorship & Information Control In Information Revolutions: every Friday, we gather a panel of interdisciplinary scholars to talk about parallels […]
No matter what your business, Microsoft’s slate of Office software is as essential as desks and chairs – so much so that most workers are expected to know their way around it before they even get in the door. Whether you need an introduction, a brush-up or a level-up to your knowledge of these tools, […]
Speed reading isn’t just an innate skill possessed by a lucky few. Anyone can learn to speed read, and the benefits are endless. The brain can process more information than most people have time to soak up, but you can make that time now with the 2018 Award-Winning Speed Reading Bundle. The first half of […]
Sure, you could use the same old PowerPoint templates for your next business presentation. It’s not like you have bosses or investors to impress. Oh wait, you do? Time to augment that slideshow with Slideshop – the presentation tool that can individualize your pitch while saving you time. Compatible with PowerPoint, Keynote and Google Slides, […]