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RISConstruction Equipment Identification Using Marker-Based Recognition and an Active Zoom Camera
Publisher: American Society of Civil Engineers
Abstract: Control systems have proven to be beneficial in improving the productivity of earthmoving operations. A main component of these systems is the monitoring module. Computer vision algorithms are among the new methods that ...
Construction Equipment Identification Using Marker-Based Recognition and an Active Zoom Camera
Publisher: American Society of Civil Engineers
Abstract: Control systems have proven to be beneficial in improving the productivity of earthmoving operations. A main component of these systems is the monitoring module. Computer vision algorithms are among the new methods that ...
Semantic Annotation of Videos from Equipment-Intensive Construction Operations by Shot Recognition and Probabilistic Reasoning
Publisher: American Society of Civil Engineers
Automated Visual Recognition of Dump Trucks in Construction Videos
Publisher: American Society of Civil Engineers
Abstract: Earthmoving plants are essential but costly resources in the construction of heavy civil engineering projects. In addition to proper allocation, ongoing control of this equipment is necessary to ensure and increase the ...
Semantic Segmentation of Defects in Infrared Thermographic Images of Highly Damaged Concrete Structures
Publisher: ASCE
Abstract: There is a global research trend to enhance condition assessment of the concrete infrastructure by the development of advanced nondestructive testing (NDT) methods. Computer vision–based systems have been developed to ...
Distress Recognition in Unpaved Roads Using Unmanned Aerial Systems and Deep Learning Segmentation
Publisher: ASCE
Abstract: Effective condition assessment of road networks has been known to decrease road maintenance expenses and operation cost of the users. Several automated methods, such as computer vision–based systems, have been developed ...
Automated Assessment of Public Transit Bus Stops Using Computer Vision Methods
Publisher: ASCE
Abstract: Transit bus systems are an essential part of public transportation systems and they improve the accessibility of the communities and economical activities. On-street assets, namely bus stops, are key elements of public bus ...
IFC-Based Development of As-Built and As-Is BIMs Using Construction and Facility Inspection Data: Site-to-BIM Data Transfer Automation
Publisher: American Society of Civil Engineers
Abstract: Accurate and proactive inspection of constructed objects and identification of their defects and design conformity is vital to both facility management and construction projects. A project’s building information model (BIM) ...
Server-Customer Interaction Tracker: Computer Vision–Based System to Estimate Dirt-Loading Cycles
Publisher: American Society of Civil Engineers
Abstract: Real-time monitoring of heavy equipment can help practitioners improve machine-intensive and cyclic earthmoving operations. It can also provide reliable data for future planning. Surface earthmoving job sites are among the ...
Estimating Stripping of Asphalt Coating Using k-Means Clustering and Machine Learning–Based Classification
Publisher: ASCE
Abstract: Stripping is a primary form of moisture-related damage in hot mix asphalt, which mainly results from a loss of bond between the asphalt cement and aggregate. Static immersion and boiling water tests are common methods to ...