@inproceedings{ab30a2bb84954f69a7c6ea9913be6c2e,
title = "Progress Observation in Augmented Reality Assembly Tutorials Using Dynamic Hand Gesture Recognition",
abstract = "We propose a proof-of-concept augmented reality assembly tutorial application that uses a video-see-through headset to guide the user through assembly instruction steps. It is solely controlled by observing the user's physical interactions with the workpiece. The tutorial progresses automatically, making use of hand gesture classification to estimate the progression to the next instruction. For dynamic hand gesture classification, we integrate a neural network module to classify the user's hand movement in real time. We evaluate the learned model used in our application to provide insights into the performance of implicit gestural interactions.",
keywords = "Augmented Reality, Hand Gestures",
author = "Tania Kairnel and Ana Stanescu and Peter Mohr and Dieter Schmalstieg and Denis Kalkofen",
year = "2024",
month = may,
day = "29",
doi = "10.1109/VRW62533.2024.00275",
language = "English",
series = "Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024",
publisher = "Institute of Electrical and Electronics Engineers",
pages = "957--958",
booktitle = "Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024",
address = "United States",
note = "2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024 ; Conference date: 16-03-2024 Through 21-03-2024",
}