Robust vision-based glove pose estimation for both hands in virtual reality

Article Computer Science, Cybernetics

'Address and command': Two-handed mid-air interactions with multiple home devices

Panagiotis Vogiatzidakis et al.

Summary: This paper presents an Address and Command (A & C) interaction model that enables two-handed mid-air interactions with multiple remote devices. The study shows that A & C interactions are feasible, easy to learn and remember, and highly valued in terms of user experience.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES (2022)

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Proceedings Paper Computer Science, Artificial Intelligence

Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-based 3D Hand Pose and Mesh Estimation

Pengfei Ren et al.

Summary: This work focuses on the problem of cross-view information fusion in self-supervised 3D hand pose estimation. The proposed cross-view fusion network effectively utilizes the semantic information in each view, and models the complex dependencies between different views. Additionally, a pseudo multi-view training strategy is introduced to extend the applicability of the framework.

2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022) (2022)

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Proceedings Paper Computer Science, Artificial Intelligence

TravelNet: Self-supervised Physically Plausible Hand Motion Learning from Monocular Color Images

Zimeng Zhao et al.

Summary: This paper introduces a method for reconstructing physically plausible hand motion based on physical constraints, self-supervised learning, and a novel encoder-decoder model named TravelNet. The model successfully captures key pose states from hand motion sequences and reconstructs motions preserving details and physical plausibility, outperforming existing methods.

2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2021) (2021)

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Review Chemistry, Analytical