PoseAnimate: Zero-shot high fidelity pose controllable character animation

arXiv:2404.13680v1 Announce Type: new
Abstract: Image-to-video(I2V) generation aims to create a video sequence from a single image, which requires high temporal coherence and visual fidelity with the source image.However, existing approaches suffer from character appearance inconsistency and poor preservation of fine details. Moreover, they require a large amount of video data for training, which can be computationally demanding.To address these limitations,we propose PoseAnimate, a novel zero-shot I2V framework for character animation.PoseAnimate contains three key components: 1) Pose-Aware Control Module (PACM) …

abstract animation arxiv create cs.ai cs.cv data fidelity however image image-to-video preservation temporal type video video data visual zero-shot