/awesome-3D-Human-Head-Reconstruction

3D human head reconstruction

3D human head reconstruction

Catalogue

1. Hair Segmentation

Year Paper Comment
2016 TOG AutoHair: Fully Automatic Hair Modeling from A Single Image FCN + CRF
2016 Hair Segmentation Using Heuristically-Trained Neural Networks ...
2017 Hair segmentation using adaptive threshold from edge and branch length measures ...
2017 CVPR Deep Image Matting
2017 ICME Automatic skin and hair masking using fully convolutional networks FCN + CRF
2018
Image and Vision Computing		 Hair detection, segmentation, and hairstyle classification in the wild ...
2018 ECCV HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks PSPnet
2018 CRV Real-Time Deep Hair Matting on Mobile Devices ...

2. Hair reconstruction

3. Full human head reconstruction

Year Paper Descriptor
2019 Computers & Graphics Data-driven 3D human head reconstruction ...
2020 CVPR Deep 3D Portrait from a Single Image ...