4 papers
Parallax Portrait Matting
Xin Cai, Jiawen Chen, Lars Jebe +2
Image matting is highly ill-posed, especially when both the foreground and background are richly textured. While single-image matting methods learn strong priors from data, they of…
Hist2Style: Histogram-Guided Stylization with Bilateral Grids
Dekel Galor, Adam Pikielny, Zhoutong Zhang +4
Photorealistic style transfer aims to match the color and tone of an input image to that of a style target while preserving the content and details of the original scene. Although…
Lucky High Dynamic Range Smartphone Imaging
Baiang Li, Ruyu Yan, Ethan Tseng +4
While the human eye can perceive an impressive twenty stops of dynamic range, smartphone camera sensors remain limited to about twelve stops despite decades of research. A variety…
Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable
Xin Jin, Simon Niklaus, Zhoutong Zhang +5
Denoising is a crucial step in many video processing pipelines such as in interactive editing, where high quality, speed, and user control are essential. While recent approaches ac…