Adobe’s impressive AI upscaling project makes blurry videos look HD

Posted on by Jeff Riegel, Producer/Editor

By Jess Weatherbed | The Verge

VideoGigaGAN can improve video resolution by 8x without introducing flickering or other visual distortions.

Adobe researchers have developed a new generative AI model named VideoGigaGAN that can upscale blurry videos at up to eight times their original resolution. Introduced in a paper published on April 18th, Adobe claims VideoGigaGAN is superior to other Video Super Resolution (VSR) methods as it can provide more fine-grained details without introducing any “AI weirdness” to the footage.

Adobe claims its new VideoGigaGAN generative AI model can upscale video clips more consistently and in higher quality than other VSR methods.  Image: Adobe

In a nutshell, Generative Adversarial Networks (GANs) are effective for upscaling still images to a higher resolution, but struggle to do the same for video without introducing flickering and other unwanted artifacts. Other upscaling methods can avoid this, but the results aren’t as sharp or detailed. VideoGigaGAN aims to provide the best of both worlds — the higher image/video quality of GAN models, with fewer flickering or distortion issues across output frames. The company has provided several examples here that show its work in full resolution. [More]

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For two decades, Jeff Riegel was a senior level Producer/Editor for the Department of Defense and various government contractors in Northern Virginia. Outside of the workplace, Jeff keeps himself busy with the creation of festival worthy documentaries "Tori Nelson: Fighting for Her Future" and the once nominated and two-time Emmy award winning "A Journey of Education and Remembrance." His short film "The Great Realisation" captured the eyes at 18 international film festivals with various winning honors; a poem that takes on heavy themes such as fevered capitalism, man-made ecological issues, digital addiction during the global Covid blight. Jeff is looking for funding investors and co-producing "The Lost Clipper," a two+ decades project about the first hijacking in U.S. history and the search for those 15 lost souls abducted in 1938, the true first act of war with Japan. Filming takes him to Micronesia, Guam, Hawaii, Canada, and locations across the U.S. (see www.LostClipper.com) He enjoys creating media-marketing social networking campaign for personalities such as 13-time world boxing champion Tori Nelson, Netflix's "Narcos" personalities Steve Murphy and Javier Pena, and renowned landscape photographer Frank Lee Ruggles. Jeff is eager to attack any project head-on. Jeff's Motto: think beyond convention...and consider it done!