Human Image Generation: A Comprehensive Survey

arXiv:2212.08896v2 Announce Type: replace
Abstract: Image and video synthesis has become a blooming topic in computer vision and machine learning communities along with the developments of deep generative models, due to its great academic and application value. Many researchers have been devoted to synthesizing high-fidelity human images as one of the most commonly seen object categories in daily lives, where a large number of studies are performed based on various models, task settings and applications. Thus, it is necessary to …

abstract academic application arxiv become communities computer computer vision cs.cv deep generative models fidelity generative generative models human human images image image generation images machine machine learning researchers survey synthesis type value video vision