Xianyu Technology
Feb 27, 2019 · Artificial Intelligence
UI2CODE: Layout Analysis and Background/Foreground Extraction for UI Images
The UI2CODE system tackles UI layout analysis by first extracting backgrounds with Sobel, Laplacian and Canny edge detection plus a flood‑fill algorithm, then isolating foreground components through connected‑component analysis and a Faster R‑CNN classifier, and finally fusing both pipelines to achieve superior precision, recall and IoU on Xianyu app screenshots.
Computer VisionDeep LearningFaster R-CNN
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