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Vision-Based Method Integrating Deep Learning Detection for Tracking Multiple Construction Machines
Publisher: ASCE
Abstract: Tracking construction machines in videos is a fundamental step in the automated surveillance of construction productivity, safety, and project progress. However, existing vision-based tracking methods are not able to achieve ...
Development of an Image Data Set of Construction Machines for Deep Learning Object Detection
Publisher: ASCE
Abstract: Deep learning object detection algorithms have proven their capacity to identify a variety of objects from images and videos in near real-time speed. The construction industry can potentially benefit from this machine ...
Deep Learning Image Captioning in Construction Management: A Feasibility Study
Publisher: ASCE
Abstract: Deep learning image captioning methods are able to generate one or several natural sentences to describe the contents of construction images. By deconstructing these sentences, the construction object and activity information ...
Motion Planning and Coordination for Mobile Construction Machinery
Publisher: American Society of Civil Engineers
Abstract: Inadequate tools for evaluating construction machinery management have resulted in engineers relying heavily on experience to plan and replan site management during short time frames, with a lack of consideration for the ...
On-Site Building Information Retrieval by Using Projection-Based Augmented Reality
Publisher: American Society of Civil Engineers
Abstract: This research focuses on a long-standing problem at construction sites: on-site information retrieval. A wearable device, therefore, has been developed that can project the construction drawings and related information on ...
Three-Dimensional Simulation and Visualization of Crane Assisted Construction Erection Processes
Publisher: American Society of Civil Engineers
Abstract: A system for three-dimensional simulation and animation of erection processes is presented. The system is aimed at providing detailed planning and visualization in a virtual construction environment as well as for assisting ...
Use of Tangible and Augmented Reality Models in Engineering Graphics Courses
Publisher: American Society of Civil Engineers
Abstract: Engineering graphics courses are typically a requirement for engineering students around the world. Besides understanding and depicting graphic representation of engineering objects, the goal of these courses is to provide ...
Development of Virtual Equipment: Case Study of the Venturi Tube Experiment
Publisher: American Society of Civil Engineers
Abstract: Hydraulic experiment courses in engineering education usually require students to follow a “standard procedure.” Students are expected to learn the underlying theories through manipulating the equipment, observing the ...
Attention-Based User Interface Design for a Tele-Operated Crane
Publisher: American Society of Civil Engineers
Abstract: During crane operation, the operator can be distracted by a multitude of factors, leading to hazardous operational environments which can result in accidents. Recent investigations into the potentials of tele-operation ...