In this work, we proposed a new style-diverse dataset for the domain of motion style transfer. The motion dataset uses an industrial-standard human bone structure and thus is industry-ready to be plugged into 3D characters for many projects. We claim the challenges in motion style transfer and encourage future work in this domain by releasing the proposed motion dataset to the public. We conduct a comprehensive study on motion style transfer in the experiment using the state-of-the-art method, and the results show the proposed dataset's validity for the motion style transfer task.
翻译:在本工作中,我们提出了一种面向动作风格迁移领域的新型风格多样化数据集。该动作数据集采用工业标准人体骨骼结构,因此可直接应用于众多项目的3D角色绑定,具备工业化就绪特性。我们通过公开所提出的动作数据集,阐述了动作风格迁移中存在的挑战,并鼓励该领域未来的研究工作。在实验中,我们采用前沿方法对动作风格迁移进行了全面研究,结果表明所提出的数据集对动作风格迁移任务具有有效性。