A Simple Baseline for Efficient Hand Mesh Reconstruction

arXiv:2403.01813v1 Announce Type: new
Abstract: 3D hand pose estimation has found broad application in areas such as gesture recognition and human-machine interaction tasks. As performance improves, the complexity of the systems also increases, which can limit the comparative analysis and practical implementation of these methods. In this paper, we propose a simple yet effective baseline that not only surpasses state-of-the-art (SOTA) methods but also demonstrates computational efficiency. To establish this baseline, we abstract existing work into two components: a token …

abstract analysis application arxiv comparative analysis complexity cs.cv found gesture recognition human human-machine interaction implementation machine mesh paper performance practical recognition simple systems tasks type