Learning Perspective Undistortion of Portraits

Yajie Zhao, Zeng Huang, Tianye Li, Weikai Chen, Chloe Legendre, Xinglei Ren, Ari Shapiro, Hao Li
2019 2019 IEEE/CVF International Conference on Computer Vision (ICCV)  
We propose a learning-based method to remove perspective distortion. We show input photos (b) (e), our undistortion results (c) (f), and reference images (d) (g) captured simultaneously using a beam splitter rig (a). Our approach handles even extreme perspective distortions.
doi:10.1109/iccv.2019.00794 dblp:conf/iccv/ZhaoHL0LRSL19 fatcat:f4xrcc5ldvejlb6ejmm66ackky