特点:
    实时、高分辨率,
    GPU帧率fps:4k[3840x2160]-30fps,HD[1920x1080]-60fps

    (额外背景帧bgr,src)->( alpha matte,fgr)

    困难点:

    • high quality alpha matte + strand-level hair details
    • high resolution images in real time

    网络结构

    • Base:low-resolution result(?)+ error prediction map
    • Refine:refined at high resolution on selectivte patches

    数据

    • PhotoMatte 13K/85
    • VideoMatte240K

    Segmentation
    coarse boundaries at high resolution

    • ASPP from DeepLabv3
    • DeepLabv3+