A vision-based motion capture and recognition framework for behavior-based safety management

Automation in Construction - Tập 35 - Trang 131-141 - 2013
SangUk Han1, Sang Hyun Lee2
1Department of Civil and Environmental Engineering, University of Illinois at Urbana Champaign, 205 North Mathews Avenue, Urbana, IL 61801, United States
2Department of Civil and Environmental Engineering, University of Michigan, 2350 Hayward Street, Ann Arbor, MI 48109, United States.

Tóm tắt

Từ khóa


Tài liệu tham khảo

Heinrich, 1980

Salminen, 1996, Human errors in fatal and serious occupational accidents in Finland, Ergonomics, 39, 980, 10.1080/00140139608964518

Helen, 2005

Komaki, 1978, A behavioral approach to occupational safety: pinpointing and reinforcing safety performance in a food manufacturing plan, Journal of Applied Psychology, 63, 434, 10.1037/0021-9010.63.4.434

Duff, 1994, Improving safety by the modification of behavior, Construction Management and Economics, 12, 67, 10.1080/01446199400000008

Krause, 1999, Long-term evaluation of behavior-based method for improving safety performance: a meta-analysis of 73 interrupted time-series replications, Safety Science, 32, 1, 10.1016/S0925-7535(99)00007-7

Godbey, 2006

Krause, 1990

McSween, 2003

Hinze, 2003, An evaluation of safety performance measures for construction projects, Journal of Construction Research, 4, 5, 10.1142/S160994510300025X

Chhokar, 1984, Improving safety through applied behavior analysis, Journal of Safety Research, 15, 141, 10.1016/0022-4375(84)90045-8

Komaki, 1986, Development of an operant-based taxonomy and observational index of supervisory behavior, Journal of Applied Psychology, 71, 260, 10.1037/0021-9010.71.2.260

Levitt, 1987

Laitinen, 1999, The validity of the TR safety observation method on building construction, Accident Analysis and Prevention, 31, 463, 10.1016/S0001-4575(98)00084-0

Han, 2011, Application of dimension reduction techniques for motion recognition: construction worker behavior monitoring, 102

Peddi, 2009, Development of human pose analyzing algorithms for the determination of construction productivity in real-time, 11

Weerasinghe, 2009, Automated data acquisition system to assess construction worker performance, 61

Gong, 2010, Computer vision-based video interpretation model for automated productivity analysis of construction operations, Journal of Computing in Civil Engineering, ASCE, 24, 252, 10.1061/(ASCE)CP.1943-5487.0000027

Gong, 2011, Learning and classifying motions of construction workers and equipment using bag of video feature words and Bayesian learning methods, 274

Golparvar-Fard, 2009, D4AR — a 4-dimensional augmented reality model for automating construction progress data collection, processing and communication, Journal of Information Technology in Construction (ITcon), Special Issue Next Generation Construction IT: Technology Foresight, Future Studies, Roadmapping, and Scenario Planning, 14, 129

Brilakis, 2011, Progressive 3D reconstruction of infrastructure with videogrammetry, Journal of Automation in Construction, Elsivier, 20, 884, 10.1016/j.autcon.2011.03.005

Zhu, 2010, Concrete column recognition in images and videos, Journal of Computing in Civil Engineering, ASCE, 24, 478, 10.1061/(ASCE)CP.1943-5487.0000053

Park, 2011, Comparative study of vision tracking methods for tracking of construction site resources, Journal of Automation in Construction, Elsivier, 20, 905, 10.1016/j.autcon.2011.03.007

Teizer, 2009, Personnel tracking on construction sites using video cameras, Journal of Advanced Engineering Informatics, 23, 452, 10.1016/j.aei.2009.06.011

Yang, 2010, Tracking multiple workers on construction sites using video cameras, Journal of Advanced Engineering Informatics, 24, 428, 10.1016/j.aei.2010.06.008

Bird, 1996

Phimister, 2000

Hendrickson, 1998

Johnson, 1998, Direct systematic observation of behavior, 301

Mattila, 1994, Effective supervisory behaviour and safety at the building site, International Journal of Industrial Ergonomics, 13, 85, 10.1016/0169-8141(94)90075-2

Saba, 2008, Implementing incident prevention (leading indicators) program in an industrial construction company

Urano, 2012, Communication support system for workers and supervisors by multiple-camera handling and augmented reality techniques, 263

Nestor, 2012

Bureau of Labor Statistics, 2011

Pettinger, 2000

Lotlikar, 2005

Staten

CPWP, 2008, The Center for Construction Research and Training

Dutta, 2012, Evaluation of the Kinect sensor for 3-D kinematic measurement in the workplace, Applied Ergonomics, 43, 645, 10.1016/j.apergo.2011.09.011

Moeslund, 2006, A survey of advances in vision-based human motion capture and analysis, Computer Vision and Image Understanding, 104, 90, 10.1016/j.cviu.2006.08.002

Andriluka, 2010, Monocular 3D pose estimation and tracking by detection, 623

Li, 2011, Computer vision techniques for worker motion analysis to reduce musculoskeletal disorders in construction, 380

Poppe, 2007, Vision-based human motion analysis: an overview, Computer Vision and Image Understanding, 108, 4, 10.1016/j.cviu.2006.10.016

Dalal, 2005, Histograms of oriented gradients for human detection, 886

Yang, 2011, Articulated pose estimation using flexible mixtures of parts, 1385

Szeliski, 2008

Liu, 2011, SIFT flow: dense correspondence across scenes and its applications, IEEE Transactions on Pattern Analysis and Machine Intelligence, 33, 978, 10.1109/TPAMI.2010.147

Uijlings, 2010, Real-time visual concept classification, IEEE Transactions on Multimedia, 12, 665, 10.1109/TMM.2010.2052027

Tola, 2010, DAISY: an efficient dense descriptor applied to wide-baseline stereo, IEEE Transactions on Pattern Analysis and Machine Intelligence, 32, 815, 10.1109/TPAMI.2009.77

Hartley, 2004

Kassir, 2010, Reliable automatic camera-laser calibration

Schölkopf, 1998, Nonlinear component analysis as a kernel eigenvalue problem, Neural Computation, 10, 1299, 10.1162/089976698300017467

Han, 2012, A machine-learning classification approach to automatic detection of workers' actions for behavior-based safety analysis, 1032

Meredith, 2001, Motion capture file formats explained, Production, 1

Jeong, 2011, Weighted dynamic time warping for time series classification, Pattern Recognition, 44, 2231, 10.1016/j.patcog.2010.09.022

Carayon, 2012

Sperling, 1993, A cube model for the classification of work with hand tools and the formulation of functional requirements, Applied Ergonomics, 24, 212, 10.1016/0003-6870(93)90009-X

Buchholz, 1996, PATH: a work sampling-based approach to ergonomic job analysis for construction and other non-repetitive work, Applied Ergonomics, 27, 177, 10.1016/0003-6870(95)00078-X

Karhu, 1977, Correcting working postures in industry: a practical method for analysis, Applied Ergonomics, 8, 199, 10.1016/0003-6870(77)90164-8

Everett, 1999, Overexertion injuries in construction, Journal of Construction Engineering and Management, 125, 109, 10.1061/(ASCE)0733-9364(1999)125:2(109)

Li, 1999, Current techniques for assessing physical exposure to work-related musculoskeletal risks, with emphasis on posture-based methods, Ergonomics, 42, 674, 10.1080/001401399185388

David, 2008, The development of the quick exposure check (QEC) for assessing exposure to risk factors for work-related musculoskeletal disorders, Applied Ergonomics, 39, 57, 10.1016/j.apergo.2007.03.002