The proceedings contain 133 papers. The topics discussed include: urban digital twin-based decision support for housing rebuilding choices in catastrophically flooded communities;autonomous UAV-based structural damage...
ISBN:
(纸本)9780784485248
The proceedings contain 133 papers. The topics discussed include: urban digital twin-based decision support for housing rebuilding choices in catastrophically flooded communities;autonomous UAV-based structural damage exploration platform for post-disaster reconnaissance;human-sensitive quantification of city-scale human activity changes during natural disasters;a spatial-temporal community vulnerability assessment framework based on human mobility trajectory simulation;using machine learning and aggregated remote sensing data for wildfire occurrence prediction and feature selection: a case study in California;rapid and automated vision-based post-disaster building debris estimation;American time use survey in modeling occupant behavior: a systematic review;leveraging immersive virtual environments for occupant well-being analysis;and using computer vision and parametric design software to quantify nature dose in indoor built environments.
The proceedings contain 82 papers. The topics discussed include: emerging technologies in interactive workspaces: a framework for architecture, engineering, and construction use cases;gamified virtual reality workflow...
ISBN:
(纸本)9780784485231
The proceedings contain 82 papers. The topics discussed include: emerging technologies in interactive workspaces: a framework for architecture, engineering, and construction use cases;gamified virtual reality workflow for deconstruction cutting and packing planning;virtual reality safety training assessment in construction management and safety and health management programs;collaborative virtual training with embodied physics and haptic feedback: construction manual material handling as an example;development of a VR training platform for active shooter incident preparedness in healthcare environments via a stakeholder-engaged process;virtual environment for studying the effects of operational and environmental sounds on teleoperated demolition;assessment and visualization of interactions between project stakeholders in a group decision environment;risk-reward allocation among integrated project delivery method stakeholders: a gamified cooperative data simulation approach;and simulating structural motions of floating cities in an immersive virtual reality environment.
The proceedings contain 99 papers. The topics discussed include: automated bridge inspection image interpretation based on vision-language pre-training;using road design priors to improve large-scale 3D road scene seg...
ISBN:
(纸本)9780784485224
The proceedings contain 99 papers. The topics discussed include: automated bridge inspection image interpretation based on vision-language pre-training;using road design priors to improve large-scale 3D road scene segmentation;assessing workers’ operational postures via egocentric camera mapping;transformer-based semantic segmentation for recycling materials in construction;towards an intelligent automated building code compliance system;enhancing maintenance management effectiveness of healthcare facilities through natural language processing;plan view wall detection for indoor point clouds using weak supervision;deep learning-based automation of road surface extraction from UAV-derived dense point clouds in large-scale environment;machine learning-based ranking of factors influencing human movement purposes for supporting human-infrastructure interaction modeling;and the relationship between occupants’ movement and building morphology before and during COVID-19 pandemic.
The proceedings contain 179 papers. The topics discussed include: laser intensity-assisted construction material classification in point cloud data using deep learning;implementing Haar cascade classifiers for automat...
ISBN:
(纸本)9780784483893
The proceedings contain 179 papers. The topics discussed include: laser intensity-assisted construction material classification in point cloud data using deep learning;implementing Haar cascade classifiers for automated rapid detection of light aircraft at local airports;natural language processing application in construction domain: an integrative review and algorithms comparison;prediction-enabled collision risk estimation for safe human-robot collaboration on unstructured and dynamic construction sites;characterizing perceived data sharing barriers and promotion strategies in civilengineering;improving 2d construction plans with cycle-consistent generative adversarial networks;assessing exposure to slip, trip, and fall hazards by measuring construction worker loss of balance;a machine learning-based framework for automatic bridge deck condition assessment using ground penetrating radar;improving the prediction accuracy of data-driven fault diagnosis for HVAC systems by applying the synthetic minority oversampling technique;and identifying temporal instability in factors causing work zone crash occurrences using fast causal inference.
The proceedings contain 74 papers. The topics discussed include: exploring the effects of lighting brightness and color on occupancy and emotions;data-driven remaining useful life prediction to plan operations shutdow...
ISBN:
(纸本)9780784482445
The proceedings contain 74 papers. The topics discussed include: exploring the effects of lighting brightness and color on occupancy and emotions;data-driven remaining useful life prediction to plan operations shutdown and maintenance of an industrial plant;agent-based modeling framework for simulation of societal impacts of infrastructure service disruptions during disasters;predictive model development to perform condition assessment on pipeline networks;investigating the relationships of socioeconomic factors delaying post-disaster reconstruction;identification, categorization, and weighting of barriers to timely post-disaster recovery process;and feasibility of low-cost infrared thermal imaging to assess occupants' thermal comfort.
The proceedings contain 77 papers. The topics discussed include: automated activity recognition of construction equipment using a data fusion approach;estimating commuting patterns from high resolution phone GPS data;...
ISBN:
(纸本)9780784482438
The proceedings contain 77 papers. The topics discussed include: automated activity recognition of construction equipment using a data fusion approach;estimating commuting patterns from high resolution phone GPS data;reference signal-based method to remove respiration noise in electrodermal activity (EDA) collected from the field;a machine learning framework to identify employees at risk of wage inequality: US Department of Transportation case study;integrating positional and attentional cues for construction working group identification: a long short-term memory based machine learning approach;neuro fuzzy inference systems for estimating normal concrete mixture proportions;evaluation of machine learning algorithms for worker’s motion recognition using motion sensors;and machine learning based automatic concrete microstructure analysis: a study on effect of image magnification.
The proceedings contain 80 papers. The topics discussed include: 3D registration of indoor point clouds for augmented reality;as-built BIM updating based on image processing and artificial intelligence;comparing virtu...
ISBN:
(纸本)9780784482421
The proceedings contain 80 papers. The topics discussed include: 3D registration of indoor point clouds for augmented reality;as-built BIM updating based on image processing and artificial intelligence;comparing virtual reality and 2-dimensional drawings for the visualization of a construction project;the relevance of visual cues in immersive environments: does pictorial realism matter?;annotating 2d imagery with 3D kinematically configurable assets of construction equipment for training pose-informed activity analysis and safety monitoring algorithms;a first step in generating a decision-making framework for the development of interactive workspaces;an immersive approach to construction cost estimating;and hazard identification training using 360-degree panorama vs. virtual reality techniques: a pilot study.
Industry foundation classes (IFC) can facilitate quantity takeoff (QTO) from building information models (BIMs). In this paper, a Cartesian point-based computing method (named the automation extraction method, or AEM)...
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As structures age, the continuous surveying of defects to structural elements becomes a central part of the life cycle. Automated and frequent inspections could allow for an enriched defect history for faster decision...
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Augmented reality (AR) has been proven to be an effective tool for providing instructive information to users. This characteristic of AR could be used to alert construction workers to avoid potential safety issues suc...
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