.png){kind=icon}
Return
Message-passing framework for multi-camera worker tracking in construction
.png){kind=icon}
PRE
AI
DOI：10.1016/j.autcon.2025.106610.png)
.png){kind=icon}
Original request for help.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
• Addressed multi-camera tracking challenges in construction: similar attire, occlusion, and view transitions causing ID switches. • Proposed system using region-based re-ID for better features in occluded/similar-gear workers and message-passing for association. • Integrated detection per camera with localization, features, and motion for effective clustering and track generation. • Achieved IDF1 of 68.30 (controlled) and 85.10 (outdoor), MOTA 79.7/79.2, plus strong CAMPUS benchmark results. • Enables robust safety/productivity monitoring for construction sites, inspiring future occluded multi-view applications.
Keywords:
Multi-camera tracking (MCT)
Message passing
Re-identification
Construction safety monitoring
Computer vision
Tracking
Annotation tool
Journal
IF:
11.5
Papers:
6.3K
Citations:
4.2W
Organization
View more organizations
Cited Papers
.png){kind=icon}
ShareSave
ShareSaveShareSave View more