Direct May Not Be the Best: An Incremental Evolution View of Pose Generation

arXiv:2404.08419v1 Announce Type: new
Abstract: Pose diversity is an inherent representative characteristic of 2D images. Due to the 3D to 2D projection mechanism, there is evident content discrepancy among distinct pose images. This is the main obstacle bothering pose transformation related researches. To deal with this challenge, we propose a fine-grained incremental evolution centered pose generation framework, rather than traditional direct one-to-one in a rush. Since proposed approach actually bypasses the theoretical difficulty of directly modeling dramatic non-linear variation, the …

arxiv cs.cv evolution incremental type view