{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T18:44:46Z","timestamp":1770230686869,"version":"3.49.0"},"reference-count":73,"publisher":"American Society of Civil Engineers (ASCE)","issue":"4","content-domain":{"domain":["ascelibrary.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Civ. Eng."],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1061\/(asce)cp.1943-5487.0000900","type":"journal-article","created":{"date-parts":[[2020,5,7]],"date-time":"2020-05-07T03:57:51Z","timestamp":1588823871000},"update-policy":"https:\/\/doi.org\/10.1061\/do.news.20190416.0001","source":"Crossref","is-referenced-by-count":60,"title":["Recognition of High-Risk Scenarios in Building Construction Based on Image Semantics"],"prefix":"10.1061","volume":"34","author":[{"given":"Mingyuan","family":"Zhang","sequence":"first","affiliation":[{"name":"Associate Professor, Dept. of Construction Management, Dalian Univ. of Technology, Dalian 116000, China (corresponding author)."}]},{"given":"Mi","family":"Zhu","sequence":"additional","affiliation":[{"name":"Postgraduate, Dept. of Construction Management, Dalian Univ. of Technology, Dalian 116000, China."}]},{"given":"Xuefeng","family":"Zhao","sequence":"additional","affiliation":[{"name":"Professor, School of Civil Engineering, Dalian Univ. of Technology, Dalian 116000, China."}]}],"member":"30","reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"crossref","unstructured":"Aarthi S. and S. Chitrakala. 2017. \u201cScene understanding: A survey.\u201d In Proc. 2017 Int. Conf. on Computer Communication and Signal Processing 4. Piscataway NJ: IEEE. https:\/\/doi.org\/10.1109\/ICCCSP.2017.7944094.","DOI":"10.1109\/ICCCSP.2017.7944094"},{"key":"e_1_3_3_3_1","unstructured":"Chahal K. S. and K. Dey. 2018. \u201cA survey of modern object detection literature using deep learning.\u201d Preprint submitted August 22 2018. https:\/\/arxiv.org\/abs\/1808.07256."},{"key":"e_1_3_3_4_1","unstructured":"Dai J. Y. Li K. He and J. Sun. 2016. \u201cR-FCN: Object detection via region-based fully convolutional networks.\u201d In Proc. Advances in Neural Information Processing Systems 379\u2013387. La Jolla CA: Neural Information Processing Systems."},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.02.018"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2016.04.008"},{"key":"e_1_3_3_7_1","doi-asserted-by":"crossref","unstructured":"Dong S. Q. H. He H. Li and Q. Yin. 2015. \u201cAutomated PPE misuse identification and assessment for safety performance enhancement.\u201d In Proc. ICCREM 2015: Environment and the Sustainable Building 204\u2013214. New York: ASCE.","DOI":"10.1061\/9780784479377.024"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0887-3801(2005)19:4(394)"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2018.05.022"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2018.01.001"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2017.09.018"},{"key":"e_1_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2018.05.003"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijproman.2009.09.006"},{"key":"e_1_3_3_14_1","first-page":"1440","volume-title":"Fast R-CNN","author":"Girshick R.","year":"2015"},{"key":"e_1_3_3_15_1","first-page":"580","volume-title":"Rich feature hierarchies for accurate object detection and semantic segmentation","author":"Girshick R.","year":"2014"},{"key":"e_1_3_3_16_1","unstructured":"GitHub. 2015. \u201cLabelImg: A graphical image annotation tool.\u201d Accessed September 10 2018. https:\/\/github.com\/tzutalin\/labelImg."},{"key":"e_1_3_3_17_1","unstructured":"GitHub. 2017. \u201cPellet is an OWL 2 reasoner in Java.\u201d Accessed November 20 2018. https:\/\/github.com\/stardog-union\/pellet."},{"key":"e_1_3_3_18_1","unstructured":"GitHub. 2019. \u201cThe OWL API is a Java API and reference implementation for creating manipulating and serializing OWL Ontologies.\u201d Accessed December 15 2018. https:\/\/github.com\/owlcs\/owlapi."},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2006.09.025"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2013.05.001"},{"key":"e_1_3_3_21_1","first-page":"2980","volume-title":"Mask R-CNN","author":"He K. M.","year":"2017"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2389824"},{"key":"e_1_3_3_23_1","doi-asserted-by":"crossref","unstructured":"Hernandez-Leal P. H. J. Escalante and L. E. Sucar. 2017. \u201cTowards a generic ontology for video surveillance.\u201d In Proc. Lecture Notes of the Institute for Computer Sciences Social-Informatics and Telecommunications Engineering LNICST. Cham Switzerland: Springer International. https:\/\/doi.org\/10.1007\/978-3-319-49622-1_1.","DOI":"10.1007\/978-3-319-49622-1_1"},{"key":"e_1_3_3_24_1","unstructured":"HSE (Health and Safety Executive). 2017. \u201cWorkplace injury rete in construction industry in Great Britain 2017.\u201d Accessed January 18 2019. http:\/\/www.hse.gov.uk\/statistics\/industry\/index.htm."},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2019.102929"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2008.11.008"},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2013.11.024"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-55038-6_58"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0001332"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-017-0133-z"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2013.08.009"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2014.08.003"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.3844\/ajessp.2012.360.365"},{"key":"e_1_3_3_34_1","doi-asserted-by":"crossref","unstructured":"Krishna R. I. Chami M. Bernstein and L. Fei-Fei. 2018. \u201cReferring relationships.\u201d Preprint submitted March 28 2018. https:\/\/arxiv.org\/abs\/1803.10362.","DOI":"10.1109\/CVPR.2018.00718"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2004.838219"},{"issue":"7","key":"e_1_3_3_36_1","first-page":"1041","article-title":"Overview of researches on ontology","volume":"41","author":"Li S.","year":"2004","journal-title":"J. Comput. Res. Dev."},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2012.05.003"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2007.04.007"},{"key":"e_1_3_3_39_1","doi-asserted-by":"crossref","unstructured":"Liao C. W. and Y. Y. Tyan. 2012. \u201cAccident patterns for construction-related workers: A cluster analysis.\u201d In Vol. 8349 of Proc. 4th Int. Conf. on Machine Vision (ICMV 2011): Machine Vision Image Processing and Pattern Analysis 834936. Bellingham WA: International Society for Optical Engineering.","DOI":"10.1117\/12.920951"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2018.06.007"},{"key":"e_1_3_3_41_1","unstructured":"Ministry of Housing and Urban-Rural Department of the People\u2019s Republic of China. 2018. \u201cNotification of safety accidents.\u201d Accessed January 18 2019. http:\/\/www.mohurd.gov.cn\/wjfb\/201803\/t20180322_235474.html."},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/2757001.2757003"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0000974"},{"key":"e_1_3_3_44_1","unstructured":"PASCAL. 2017. \u201cA free PASCAL team provide services for academic research.\u201d Accessed July 20 2019. https:\/\/www.freepascal.org\/."},{"key":"e_1_3_3_45_1","doi-asserted-by":"crossref","unstructured":"Patel A. S. M. Ojha M. Rani A. Khare O. P. Vyas and R. Vyas. 2018. \u201cOntology-based multi-agent smart bike sharing system (SBSS).\u201d In Proc. 2018 IEEE Int. Conf. on Smart Computing (SMARTCOMP) 417\u2013422. New York: IEEE. https:\/\/doi.org\/10.1109\/SMARTCOMP.2018.00039.","DOI":"10.1109\/SMARTCOMP.2018.00039"},{"key":"e_1_3_3_46_1","unstructured":"PLATE. 2018. \u201cBuilding construction image data set.\u201d Accessed September 10 2018. https:\/\/www.plate.net.cn\/."},{"key":"e_1_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.4018\/jaci.2012070104"},{"key":"e_1_3_3_48_1","unstructured":"Randell D. A. C. Zhan and A. G. Cohn. 1992. \u201cA spatial logic based on regions and connection.\u201d In Principles of Knowledge Representation and Reasoning: Proc. 3rd Int. Conf. (KR\u201992) 165\u2013176. San Mateo CA: Morgan Kaufmann Publishers."},{"key":"e_1_3_3_49_1","volume-title":"Culture, architecture and design","author":"Rapoport A.","year":"2005"},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"e_1_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2013.01.006"},{"key":"e_1_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2015.02.001"},{"key":"e_1_3_3_53_1","unstructured":"Sermanet P. D. Eigen X. Zhang M. Mathieu R. Fergus and Y. LeCun. 2013. \u201cOverFeat: Integrated recognition localization and detection using convolutional networks.\u201d Preprint submitted December 21 2013. https:\/\/arxiv.org\/abs\/1312.6229."},{"issue":"6","key":"e_1_3_3_54_1","first-page":"819","article-title":"Re-thinking analysis of large-scale engineering accidents and \u2018eco-geological engineering\u2019","volume":"21","author":"Shang Y.","year":"2013","journal-title":"J. Eng. Geol."},{"key":"e_1_3_3_55_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2018.07.019"},{"issue":"6","key":"e_1_3_3_56_1","first-page":"1","article-title":"Representation and reasoning about spatial-temporal topological relationships","volume":"26","author":"Shen J.","year":"2010","journal-title":"Geogr. Geo-inf. Sci."},{"key":"e_1_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.12.112"},{"key":"e_1_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-73891-8_6"},{"key":"e_1_3_3_59_1","doi-asserted-by":"publisher","DOI":"10.1515\/aiht-2016-67-2687"},{"key":"e_1_3_3_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2011.02.006"},{"key":"e_1_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2010.02.009"},{"key":"e_1_3_3_62_1","unstructured":"US Bureau of Labor Statistics. 2018. \u201cConstruction: NAICS 23.\u201d Accessed January 18 2019. https:\/\/www.bls.gov\/iag\/tgs\/iag23.htm."},{"key":"e_1_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/7068349"},{"key":"e_1_3_3_64_1","unstructured":"W3C. 2014. \u201cSWRL: A semantic web rule language combining OWL and RuleML.\u201d Accessed December 27 2018. http:\/\/www.w3.org\/Submission\/SWRL\/."},{"key":"e_1_3_3_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2014.09.002"},{"key":"e_1_3_3_66_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2018.11.009"},{"key":"e_1_3_3_67_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2018.02.006"},{"key":"e_1_3_3_68_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2018.03.037"},{"key":"e_1_3_3_69_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2019.02.016"},{"key":"e_1_3_3_70_1","first-page":"356","volume-title":"A video structural event description model for traffic surveillance system","author":"Xu L.","year":"2016"},{"key":"e_1_3_3_71_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2016.08.027"},{"key":"e_1_3_3_72_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2015.02.002"},{"key":"e_1_3_3_73_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2018.05.046"},{"key":"e_1_3_3_74_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000573"}],"container-title":["Journal of Computing in Civil Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascelibrary.org\/doi\/pdf\/10.1061\/%28ASCE%29CP.1943-5487.0000900","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,9]],"date-time":"2022-06-09T23:15:43Z","timestamp":1654816543000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascelibrary.org\/doi\/10.1061\/%28ASCE%29CP.1943-5487.0000900"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":73,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,7]]}},"alternative-id":["10.1061\/(ASCE)CP.1943-5487.0000900"],"URL":"https:\/\/doi.org\/10.1061\/(asce)cp.1943-5487.0000900","relation":{},"ISSN":["0887-3801","1943-5487"],"issn-type":[{"value":"0887-3801","type":"print"},{"value":"1943-5487","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,7]]},"assertion":[{"value":"2019-04-09","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-01-29","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-05-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"04020019"}}