Spotting Image Tampering with AI

New work by an Adobe Research scientist and collaborators shows a promising approach to detect tampered images.

Image Stylization: History and Future (Part 3)

The third and final post in a series on the history of image stylization explores using neural networks to stylize images.

Image Stylization: History and Future (Part 2)

This post, part two of a three-part series, delves into patch-based methods for image stylization.

Adobe Research at CVPR 2018: Sharing New Work in Computer Vision

Adobe Research shared our latest computer vision discoveries at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), held this June in Salt Lake City. Attracting an international audience of scholars and industry representatives, CVPR is one of the premier events for showcasing cutting-edge research in this field....

Image Stylization: History and Future (Part 1)

This three-part series of blog posts tells the story (so far) of image stylization algorithms. This first post delves into some of the earliest stylization methods: procedural filters.

Researcher Spotlight: Duygu Ceylan

Duygu Ceylan, a research scientist at Adobe Research in San Jose, works at the cutting edge of 3D. She is finding new ways to capture the three-dimensional shape and mechanics of human motion.

With Deep Learning, Computers See Images More Like Humans Do

Scientists asked: Can deep learning distinguish subtle differences between images more like humans do? The answer: Yes. Even self-supervised neural networks work better than prior algorithms designed for this purpose.

AI Can Generate Realistic Sound for Video Clips

Researchers used neural networks to create realistic sound for videos from scratch. The system’s soundtracks fooled humans into thinking they were real.

Researcher Spotlight: Balaji Vasan Srinivasan

Senior research scientist Balaji Vasan Srinivasan was the first external hire at Adobe Research’s Bangalore lab in 2011. He focuses on enabling computers to generate content and create layouts using artificial intelligence. We asked him about his career path, his work training machines to write and design content, and what...