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+
