Xianyu Technology

Jul 9, 2019 · Artificial Intelligence

Complex Background Content Extraction Using Detection and GAN Networks

The proposed UI2CODE pipeline first recalls UI elements with an object detector, then uses gradient cues to separate simple from complex regions and applies an SRGAN to restore foreground details in challenging backgrounds, achieving higher precision, recall, and localization than GrabCut and Deeplab, though it demands extensive multi‑scale training data.