Modeling User Behaviors in Machine Operation Tasks for Adaptive Guidance

no code implementations • 6 Mar 2020 • Chen Long-fei, Yuichi Nakamura, Kazuaki Kondo

The experimental results showed that several features could serve as appropriate indices for user skill evaluation, as well as providing valuable clues for revealing personal behavioral characteristics.

Model Selection Prototype Selection

Hand Orientation Estimation in Probability Density Form

no code implementations • 12 Jun 2019 • Kazuaki Kondo, Daisuke Deguchi, Atsushi Shimada

Hand orientation is an essential feature required to understand hand behaviors and subsequently support human activities.

Detecting Clues for Skill Levels and Machine Operation Difficulty from Egocentric Vision

no code implementations • 10 Jun 2019 • Longfei Chen, Yuichi Nakamura, Kazuaki Kondo

With respect to machine operation tasks, the experiences from different skill level operators, especially novices, can provide worthy understanding about the manner in which they perceive the operational environment and formulate knowledge to deal with various operation situations.