Automating Horizon Scanning in Future Studies

no code implementations • LREC 2022 • Tatsuya Ishigaki, Suzuko Nishino, Sohei Washino, Hiroki Igarashi, Yukari Nagai, Yuichi Washida, Akihiko Murai

The contributions are: 1) we propose document retrieval and comment generation tasks for horizon scanning, 2) create and analyze a new dataset, and 3) report the performance of several models and show that comment generation tasks are challenging.

Comment Generation Retrieval

Skeleton Transformer Networks: 3D Human Pose and Skinned Mesh from Single RGB Image

no code implementations • 29 Dec 2018 • Yusuke Yoshiyasu, Ryusuke Sagawa, Ko Ayusawa, Akihiko Murai

In this paper, we present Skeleton Transformer Networks (SkeletonNet), an end-to-end framework that can predict not only 3D joint positions but also 3D angular pose (bone rotations) of a human skeleton from a single color image.

3D Human Pose Estimation