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Capturing and Understanding Workers’ Activities in Far-Field Surveillance Videos with Deep Action Recognition and Bayesian Nonparametric Learning

https://doi.org/10.1111/mice.12419
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Crowdsourcing Construction Activity Analysis from Jobsite Video Streams
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Quantifying Hazard Exposure Using Real-Time Location Data of Construction Workforce and Equipment
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000027openalex-snapshot
Computer Vision-Based Video Interpretation Model for Automated Productivity Analysis of Construction Operations
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000242openalex-snapshot
Vision-Based Tower Crane Tracking for Understanding Construction Activity
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Learning and Detecting Activities from Movement Trajectories Using the Hierarchical Hidden Markov Models
inferredcites →https://doi.org/10.1109/cvpr.2011.5995407openalex-snapshot
Action recognition by dense trajectories
inferredcites →https://doi.org/10.1109/cvpr.2014.82openalex-snapshot
Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group
inferredcites →https://doi.org/10.1109/cvpr.2015.7298698openalex-snapshot
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inferredcites →https://doi.org/10.1109/cvpr.2015.7298714openalex-snapshot
Hierarchical recurrent neural network for skeleton based action recognition
inferredcites →https://doi.org/10.1109/cvpr.2015.7299059openalex-snapshot
Action recognition with trajectory-pooled deep-convolutional descriptors
inferredcites →https://doi.org/10.1109/cvpr.2015.7299088openalex-snapshot
Joint inference of groups, events and human roles in aerial videos
inferredcites →https://doi.org/10.1109/cvpr.2016.297openalex-snapshot
Real-Time Action Recognition with Enhanced Motion Vector CNNs
inferredcites →https://doi.org/10.1109/cvpr.2017.179openalex-snapshot
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00633openalex-snapshot
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inferredcites →https://doi.org/10.1109/iccv.2003.1238423openalex-snapshot
Recognition of group activities using dynamic probabilistic networks
inferredcites →https://doi.org/10.1109/iccv.2013.441openalex-snapshot
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inferredcites →https://doi.org/10.1109/iccv.2013.453openalex-snapshot
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inferredcites →https://doi.org/10.1109/icip.2016.7533003openalex-snapshot
Simple online and realtime tracking
inferredcites →https://doi.org/10.1109/icip.2017.8296962openalex-snapshot
Simple online and realtime tracking with a deep association metric
inferredcites →https://doi.org/10.1109/icmi.2002.1166960openalex-snapshot
Layered representations for human activity recognition
inferredcites →https://doi.org/10.1109/tkde.2009.191openalex-snapshot
A Survey on Transfer Learning
inferredcites →https://doi.org/10.1109/tmm.2006.870735openalex-snapshot
Modeling individual and group actions in meetings with layered HMMs
inferredcites →https://doi.org/10.1109/tpami.2008.87openalex-snapshot
Unsupervised Activity Perception in Crowded and Complicated Scenes Using Hierarchical Bayesian Models
inferredcites →https://doi.org/10.1109/tpami.2016.2577031openalex-snapshot
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
inferredcites →https://doi.org/10.1109/tsmcb.2007.909939openalex-snapshot
Group Interaction Analysis in Dynamic Context
inferredcites →https://doi.org/10.1111/mice.12235openalex-snapshot
Fusion of Photogrammetry and Video Analysis for Productivity Assessment of Earthwork Processes
inferredcites →https://doi.org/10.1111/mice.12239openalex-snapshot
Multi‐Objective Mathematical Programming Approach to Construction Laborer Assignment with Equity Consideration
inferredcites →https://doi.org/10.1111/mice.12267openalex-snapshot
Mixed‐Integer Linear Programming on Work‐Rest Schedule Design for Construction Sites in Hot Weather
inferredcites →https://doi.org/10.1145/1824795.1824796openalex-snapshot
Protein-to-protein interactions
inferredcites →https://doi.org/10.1145/1922649.1922653openalex-snapshot
Human activity analysis
inferredcites →https://doi.org/10.1198/016214506000000302openalex-snapshot
Hierarchical Dirichlet Processes
inferredcites →https://doi.org/10.1201/9780429258411openalex-snapshot
Bayesian Data Analysis
inferredcites →https://doi.org/10.1201/9781482267686openalex-snapshot
Construction Scheduling, Cost Optimization and Management
inferredcites →https://doi.org/10.48550/arxiv.1203.1365openalex-snapshot
Bayesian Nonparametric Hidden Semi-Markov Models
inferredcites →https://doi.org/10.48550/arxiv.1212.0402openalex-snapshot
UCF-101: A dataset of 101 human actions classes from videos in the wild
inferredcites →https://doi.org/10.48550/arxiv.1406.2199openalex-snapshot
Two-Stream Convolutional Networks for Action Recognition in Videos
inferredcites →https://doi.org/10.57702/o9raffedopenalex-snapshot
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Four-Dimensional (4D) Millimeter Wave-Based Sensing and Its Potential Applications in Digital Construction: A Review
inferred← citeshttps://doi.org/10.3390/buildings15060959openalex-snapshot
Enabling High-Level Worker-Centric Semantic Understanding of Onsite Images Using Visual Language Models with Attention Mechanism and Beam Search Strategy
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An Automated Recognition of Work Activity in Industrial Manufacturing Using Convolutional Neural Networks
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Multi-Angle Fusion-Based Safety Status Analysis of Construction Workers
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Simulation-Based Optimization of Path Planning for Camera-Equipped UAVs That Considers the Location and Time of Construction Activities
inferred← citeshttps://doi.org/10.3390/s21165598openalex-snapshot
Evaluating the Work Productivity of Assembling Reinforcement through the Objects Detected by Deep Learning
inferred← citeshttps://doi.org/10.3390/s23104851openalex-snapshot
Vision-Based Automated Recognition and 3D Localization Framework for Tower Cranes Using Far-Field Cameras
inferred← citeshttps://doi.org/10.3390/s24041220openalex-snapshot
Skeleton-Based Activity Recognition for Process-Based Quality Control of Concealed Work via Spatial–Temporal Graph Convolutional Networks
inferred← citeshttps://doi.org/10.3390/su12030830openalex-snapshot
A Sensitivity and Robustness Analysis of GPR and ANN for High-Performance Concrete Compressive Strength Prediction Using a Monte Carlo Simulation
inferred← citeshttps://doi.org/10.3390/su132413579openalex-snapshot
Current Status and Future Directions of Deep Learning Applications for Safety Management in Construction
inferred← citeshttps://doi.org/10.3390/sym13060954openalex-snapshot
Deep Learning Based Protective Equipment Detection on Offshore Drilling Platform
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Foundations for Construction 5.0: A Review-based Taxonomy for Construction Worker Action Understanding
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Digital Twinning Construction Objects: Lessons Learned from Pose Estimation Methods
inferred← citeshttps://doi.org/10.48550/arxiv.1911.11916openalex-snapshot
Data Augmentation Using Adversarial Training for Construction-Equipment Classification
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