Deep Learning Technique for Human Parsing: A Survey and Outlook

arXiv:2301.00394v2 Announce Type: replace
Abstract: Human parsing aims to partition humans in image or video into multiple pixel-level semantic parts. In the last decade, it has gained significantly increased interest in the computer vision community and has been utilized in a broad range of practical applications, from security monitoring, to social media, to visual special effects, just to name a few. Although deep learning-based human parsing solutions have made remarkable achievements, many important concepts, existing challenges, and potential research directions …

arxiv cs.cv deep learning human outlook parsing survey type