China Safety Science Journal ›› 2022, Vol. 32 ›› Issue (4): 30-35.doi: 10.16265/j.cnki.issn1003-3033.2022.04.005
• Safety social science and safety management • Previous Articles Next Articles
Received:
2021-12-11
Revised:
2022-03-17
Online:
2022-04-28
Published:
2022-10-28
LIU Yao, JIAO Shuangjian. Application of ST-GCN in unsafe action identification of construction workers[J]. China Safety Science Journal, 2022, 32(4): 30-35.
Add to citation manager EndNote|Ris|BibTeX
URL: http://www.cssjj.com.cn/EN/10.16265/j.cnki.issn1003-3033.2022.04.005
[1] |
doi: 10.1061/(ASCE)CO.1943-7862.0000482 |
[2] |
中华人民共和国住房和城乡建设部. 住房和城乡建设部办公厅关于2019年房屋市政工程生产安全事故情况的通报[EB/OL]. (2020-06-19). https://www.mohurd.gov.cn/gongkai/fdzdgknr/tzgg/202006/20200624_246031.html.
|
[3] |
doi: 10.1016/j.ssci.2015.01.013 |
[4] |
石娟, 常丁懿, 郑鹏. 基于BP神经网络的建筑工人不安全行为预警模型[J]. 中国安全科学学报, 2022, 32(1):27-33.
doi: 10.16265/j.cnki.issn1003-3033.2022.01.004 |
doi: 10.16265/j.cnki.issn1003-3033.2022.01.004 |
|
[5] |
doi: 10.1016/j.autcon.2016.10.004 |
[6] |
张博, 宋元斌, 熊若鑫, 等. 融合人体关节点的安全帽佩戴检测[J]. 中国安全科学学报, 2020, 30(2):177-182.
doi: 10.16265/j.cnki.issn1003-3033.2020.02.028 |
doi: 10.16265/j.cnki.issn1003-3033.2020.02.028 |
|
[7] |
doi: 10.1061/(ASCE)CP.1943-5487.0000279 |
[8] |
熊若鑫, 宋元斌, 王宇轩, 等. 基于CNN的3D姿势估计在建筑工人行为分析中的应用[J]. 中国安全科学学报, 2019, 29(7):64-69.
doi: 10.16265/j.cnki.issn1003-3033.2019.07.011 |
doi: 10.16265/j.cnki.issn1003-3033.2019.07.011 |
|
[9] |
|
[10] |
卫少洁, 周永霞. 一种结合Alphapose和LSTM的人体摔倒检测模型[J]. 小型微型计算机系统, 2019, 40(9):1886-1890.
|
|
|
[11] |
|
[12] |
doi: 10.1109/TPAMI.2017.2771306 |
[13] |
|
[14] |
|
[15] |
郭红领, 张知田, 郁润. 基于危险系数的施工工人不安全行为评估[J]. 清华大学学报:自然科学版, 2019, 59 (11): 873-879.
|
|
[1] | YU Min, LI Jizu, QIN Wenjing. Influence of PSC on miners' unsafe behaviors [J]. China Safety Science Journal, 2022, 32(7): 34-40. |
[2] | TONG Ruipeng, FAN Bingqian, SUN Ninghao, YAO Jianting, DONG Bingyu. Targeted intervention method for unsafe behaviors of subway construction workers [J]. China Safety Science Journal, 2022, 32(6): 10-16. |
[3] | SHI Juan, CHANG Dingyi, ZHENG Peng. An early warning model of unsafe behaviors of construction workers based on BP neural network [J]. China Safety Science Journal, 2022, 32(1): 27-33. |
[4] | LI Miaohui, LI Jizu. Study on influence of group dynamics on miners' unsafe behavior intention [J]. China Safety Science Journal, 2021, 31(7): 48-55. |
[5] | CAO Lulu, LIU Yan. Research on relationship between unsafe psychology and behavior of workers in confined space [J]. China Safety Science Journal, 2021, 31(6): 70-75. |
[6] | AN Yu, LI Ziqi, WANG Hui, GUO Zimeng, ZHANG Jiangbonan. Risk assessment on unsafe behaviors of university laboratories based on FBN [J]. China Safety Science Journal, 2021, 31(5): 160-167. |
[7] | LI Jing, WANG Zhen, QIN Yaru, WANG Zhen, LUO Jianghao. Study on influence of different noise intensity on operation error rate of mine workers [J]. China Safety Science Journal, 2021, 31(2): 179-184. |
[8] | ZHANG Mingyuan, XU Qin. Analysis on propagation model and intervention effects of unsafe behaviors of construction workers [J]. China Safety Science Journal, 2021, 31(12): 1-9. |
[9] | LI Yan, MAO Yu, ZHANG Yan. Influence mechanism of construction workers' emergency behavior [J]. China Safety Science Journal, 2021, 31(10): 1-7. |
[10] | CHEN Mei, QI Shenjun, NIU Dayu, ZHANG Yunbo, WU Guolai. Impact of subjective social support on psychological state and unsafe behavior of construction workers [J]. China Safety Science Journal, 2021, 31(1): 30-37. |
[11] | WANG Rubing, WAN Xin, MAO Peng, LI Dezhi, WANG Xiang. Relevance study between unsafe behaviors of passengers and metro accidents based on fsQCA [J]. China Safety Science Journal, 2020, 30(7): 152-158. |
[12] | WEN Tingxin, WANG Guitong, KONG Xiangbo, LIU Mengxiao, BO Jingkai. Identification of miners' unsafe behaviors based on transfer learning and residual network [J]. China Safety Science Journal, 2020, 30(3): 41-46. |
[13] | DAI Jianfei, YANG Peng, ZHU Liyi, GUO Pan, GUAN Huaiguang. A PCA-LSTM neural network-integrated method for phreatic line prediction [J]. China Safety Science Journal, 2020, 30(3): 94-101. |
[14] | YE Gui, YUE Hongzhe, FENG Xinyi, LI Yuanli, CHEN Liying. Simulation study on causes of cognitive failure of construction workers' unsafe behavior [J]. China Safety Science Journal, 2020, 30(11): 6-12. |
[15] | CAO Lulu, LIU Yan. Research on unsafe mentality and behavior scales of workers in confined space [J]. China Safety Science Journal, 2020, 30(11): 37-42. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||