TY - JOUR
T1 - Video presentation based on multiple-flying camera to provide continuous and complementary images for teleoperation
AU - Kamezaki, Mitsuhiro
AU - Miyata, Masahiro
AU - Sugano, Shigeki
N1 - Publisher Copyright:
© 2024 The Authors
PY - 2024/3
Y1 - 2024/3
N2 - To enhance visual information for the teleoperators of construction machines, we previously developed a video system that automatically controls the angle and zoom of multiple environmental cameras on the ground. However, in general, ground-fixed camera systems (GCS) have issues regarding the quality of the images, i.e., frequent image switching and insufficient viewpoint adjustment. Toward solving these problems, this study proposes a fundamental design method for a video presentation system using multiple flying cameras and investigates teleoperators' responses in terms of behavioral and mental aspects. The teleoperators need to rapidly understand the environment and precisely control the machine, so the video presentation system requires continuity to project consistent images by avoiding frequent changes in capturing parameters. It also requires complementarity between images to provide three-dimensional (3D) information with less mental rotation and translation. To investigate the feasibility of the framework of a multi-flying camera system (FCS), we implemented a prototype and ran experiments in which a construction machine in a virtual reality simulator moves over uneven terrain and carries objects. We found that FCS could reduce the work time and subjective workload and increase the subjective usability compared to a conventional GCS. Moreover, we could obtain the gaze distribution and view transition characteristics as well as their individual differences. These results will contribute to establishing a fundamental design method for FCS.
AB - To enhance visual information for the teleoperators of construction machines, we previously developed a video system that automatically controls the angle and zoom of multiple environmental cameras on the ground. However, in general, ground-fixed camera systems (GCS) have issues regarding the quality of the images, i.e., frequent image switching and insufficient viewpoint adjustment. Toward solving these problems, this study proposes a fundamental design method for a video presentation system using multiple flying cameras and investigates teleoperators' responses in terms of behavioral and mental aspects. The teleoperators need to rapidly understand the environment and precisely control the machine, so the video presentation system requires continuity to project consistent images by avoiding frequent changes in capturing parameters. It also requires complementarity between images to provide three-dimensional (3D) information with less mental rotation and translation. To investigate the feasibility of the framework of a multi-flying camera system (FCS), we implemented a prototype and ran experiments in which a construction machine in a virtual reality simulator moves over uneven terrain and carries objects. We found that FCS could reduce the work time and subjective workload and increase the subjective usability compared to a conventional GCS. Moreover, we could obtain the gaze distribution and view transition characteristics as well as their individual differences. These results will contribute to establishing a fundamental design method for FCS.
KW - Dynamic camera placement
KW - Human-machine system
KW - Multiple flying cameras
KW - Teleoperation
KW - Video presentation support
UR - http://www.scopus.com/inward/record.url?scp=85183194204&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85183194204&partnerID=8YFLogxK
U2 - 10.1016/j.autcon.2024.105285
DO - 10.1016/j.autcon.2024.105285
M3 - Article
AN - SCOPUS:85183194204
SN - 0926-5805
VL - 159
JO - Automation in Construction
JF - Automation in Construction
M1 - 105285
ER -