Natural and effective obfuscation by head inpainting

• Main Authors: SUN, Qianru, MA, Liqian, OH, Seong Joon, VAN GOOL, Luc, SCHIELE, Bernt, FRITZ, Mario
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Person image generation; identity obfuscation; privacy protection; generative adversarial networks; Artificial Intelligence and Robotics; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/4457; https://ink.library.smu.edu.sg/context/sis_research/article/5460/viewcontent/Sun_Natural_and_Effective_CVPR_2018_paper__1_.pdf
• Institution: Singapore Management University

As more and more personal photos are shared online, being able to obfuscate identities in such photos is becoming a necessity for privacy protection. People have largely resorted to blacking out or blurring head regions, but they result in poor user experience while being surprisingly ineffective ag...