Temporal Visual Patterns of Construction Hazard Recognition Strategies

被引:6
作者
Cheng, Rui [1 ]
Wang, Jiaming [2 ]
Liao, Pin-Chao [1 ]
机构
[1] Tsinghua Univ, Dept Construct Management, Beijing 100084, Peoples R China
[2] Tongji Univ, Sch Econ & Management, Shanghai 200092, Peoples R China
基金
中国国家自然科学基金;
关键词
construction hazard recognition (CHR); temporal qualitative comparative analysis (TQCA); visual patterns; computer vision; construction safety; QUALITATIVE COMPARATIVE-ANALYSIS; EYE-TRACKING; ATTENTION; CHALLENGES; CONFIGURATIONS; TECHNOLOGY; RESOURCES; MOVEMENTS; WORKERS; QCA;
D O I
10.3390/ijerph18168779
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Visual cognitive strategies in construction hazard recognition (CHR) signifies prominent value for the development of CHR computer vision techniques and safety training. Nonetheless, most studies are based on either sparse fixations or cross-sectional (accumulative) statistics, which lack consideration of temporality and yielding limited visual pattern information. This research aims to investigate the temporal visual search patterns for CHR and the cognitive strategies they imply. An experimental study was designed to simulate CHR and document participants' visual behavior. Temporal qualitative comparative analysis (TQCA) was applied to analyze the CHR visual sequences. The results were triangulated based on post-event interviews and show that: (1) In the potential electrical contact hazards, the intersection of the energy-releasing source and wire that reflected their interaction is the cognitively driven visual area that participants tend to prioritize; (2) in the PPE-related hazards, two different visual strategies, i.e., "scene-related" and "norm-guided", can usually be generalized according to the participants' visual cognitive logic, corresponding to the bottom-up (experience oriented) and top-down (safety knowledge oriented) cognitive models. This paper extended recognition-by-components (RBC) model and gestalt model as well as providing feasible practical guide for safety trainings and theoretical foundations of computer vision techniques for CHR.
引用
收藏
页数:23
相关论文
共 76 条
  • [1] A comparison of scanpath comparison methods
    Anderson, Nicola C.
    Anderson, Fraser
    Kingstone, Alan
    Bischof, Walter F.
    [J]. BEHAVIOR RESEARCH METHODS, 2015, 47 (04) : 1377 - 1392
  • [2] Recurrence quantification analysis of eye movements
    Anderson, Nicola C.
    Bischof, Walter F.
    Laidlaw, Kaitlin E. W.
    Risko, Evan F.
    Kingstone, Alan
    [J]. BEHAVIOR RESEARCH METHODS, 2013, 45 (03) : 842 - 856
  • [3] Often Trusted but Never (Properly) Tested: Evaluating Qualitative Comparative Analysis
    Baumgartner, Michael
    Thiem, Alrik
    [J]. SOCIOLOGICAL METHODS & RESEARCH, 2020, 49 (02) : 279 - 311
  • [4] The priority heuristic:: Making choices without trade-offs
    Brandstätter, E
    Gigerenzer, G
    Hertwig, R
    [J]. PSYCHOLOGICAL REVIEW, 2006, 113 (02) : 409 - 432
  • [5] Two-step long short-term memory method for identifying construction activities through positional and attentional cues
    Cai, Jiannan
    Zhang, Yuxi
    Cai, Hubo
    [J]. AUTOMATION IN CONSTRUCTION, 2019, 106
  • [6] TQCA - A technique for adding temporality to qualitative comparative analysis
    Caren, N
    Panofsky, A
    [J]. SOCIOLOGICAL METHODS & RESEARCH, 2005, 34 (02) : 147 - 172
  • [7] Normative Visual Patterns for Hazard Recognition: A Crisp-Set Qualitative Comparative Analysis Approach
    Chong, Heap-Yih
    Liang, Mingxuan
    Liao, Pin-Chao
    [J]. KSCE JOURNAL OF CIVIL ENGINEERING, 2021, 25 (05) : 1545 - 1554
  • [8] Electrical contacts condition diagnostics based on wireless temperature monitoring of energized equipment
    Chudnovsky, Bella H.
    [J]. PROCEEDINGS OF THE FIFTY-SECOND IEEE HOLM CONFERENCE ON ELECTRICAL CONTACTS, 2006, : 73 - +
  • [9] Visual attention: Bottom-up versus top-down
    Connor, CE
    Egeth, HE
    Yantis, S
    [J]. CURRENT BIOLOGY, 2004, 14 (19) : R850 - R852
  • [10] Fixation distance and fixation duration to vertical road signs
    Costa, Marco
    Simone, Andrea
    Vignali, Valeria
    Lantieri, Claudio
    Palena, Nicola
    [J]. APPLIED ERGONOMICS, 2018, 69 : 48 - 57