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Vision-Based Detection Method for Construction Site Monitoring by Integrating Data Augmentation and Semisupervised Learning
Publisher: ASCE
Abstract: Training deep learning models for vision-based monitoring of construction sites usually requires a large amount of labeled data. Semisupervised learning methods can efficiently obtain unlabeled data with substantial cost ...
Accelerated Earth-Rockfill Dam Compaction by Collaborative Operation of Unmanned Roller Fleet
Publisher: ASCE
Abstract: The use of unmanned rollers for the compaction of the earth-rockfill dams is of great significance. However, collaborative control of multiple unmanned rollers at the construction site, enabling each unmanned roller to ...