Arellana J, Saltarin M, Larranaga AM, et al. (2020). Walkability indicators and their association with pedestrian crashes. Transp Res Part C. 111:156-175.
-Bugs G, Granell C, Fonts O, et al. (2010). An assessment of Public Participation GIS. Cities. 27(3):172-181.
- Caron M, Touvron H, Misra I, et al. (2021). Emerging properties in self-supervised vision transformers. IEEE ICCV; 9630-9640.
- Chen S, Kuhn M, Prettner K, Bloom DE. (2019). The global economic burden of road traffic injuries. Lancet Glob Health. 7(12):e1663-e1674.
-Hadjidemetriou GM, Vela PA, (2020). Christodoulou SE. Vision-based deep learning for automated detection of pedestrian-vehicle conflicts. Accid Anal Prev. 135:105355.
- Hall CM, Ram Y. (2018). Walk Score and its potential contribution. Transp Res Part D. 61:310-324.
- Jacobsen PL. (2003). Safety in numbers. Inj Prev. 9(3):205-209.
- Millington C, Ward Thompson C, Rowe DA, et al. (2009). Development of the Scottish Walkability Assessment Tool. Health Place. 15(2):474-481.
-Nasar JL. (2008). Assessing perceptions of environments for active living. Am J Prev Med. 34(4):357-363.
- Yin L, Cheng Q. Wang Z, Shao Z. (2015). 'Big data' for pedestrian volume. Comput Environ Urban Syst. 53:96-108.
- Yin L, Wang Z. (2016). Measuring visual enclosure for street walkability. Comput Environ Urban Syst. 59:164-175.
- Zhang F, Zhou B, Liu L, et al. (2018). Measuring human perceptions. Landsc Urban Plan. 180:148-160.
-Aghaabbasi M, Moeinaddini M, Zaly Shah M, Asadi-Shekari Z. (2020). A new assessment model. Accid Anal Prev. 134:105336.
-Ayush K, Uzkent B, Meng C, et al. (2021). Geography-aware self-supervised learning. IEEE ICCV; 10181-10190.
-Biljecki F, Ito K. (2021). Street view imagery in urban analytics and GIS: A review. Landsc Urban Plan. 215:104217.
-Brownson RC, Hoehner CM, Day K, et al. (2009). Measuring the built environment for physical activity. Am J Prev Med. 36(4 Suppl):S99-S123.
-Carr LJ, Dunsiger SI, Marcus BH. (2010). Walk Score™ as a global estimate. Am J Prev Med. 39(5):460-463.
-Chen LC, Zhu Y, Papandreou G, et al. (2018). Encoder-decoder with atrous separable convolution. ECCV, 801-818.
-Chen T, Kornblith S, Norouzi M, Hinton G. A (2020). simple framework for contrastive learning. ICML, 1597-1607.
-Day K, Boarnet M, Alfonzo M, Forsyth A. (2006). The Irvine-Minnesota inventory. Am J Prev Med. 30(2):144-152.
-Ewing R, Cervero R. (2010). Travel and the built environment: A meta-analysis. J Am Plann Assoc. 76(3):265-294.
-Harvey C, Aultman-Hall L. (2016). Measuring urban streetscapes for livability. Prof Geogr. 68(1):149-158.
-He K, Fan H, Wu Y, et al. (2020). Momentum contrast for unsupervised visual representation learning. IEEE CVPR, 9729-9738.
-Ibrahim MR, Haworth J, Cheng T. (2020). Understanding cities with machine eyes. Cities. 96:102481.
-Koo B, Guhathakurta S, Botchwey N. (2022). Development and validation of a street-level pedestrian safety index. J Transp Geogr. 99:103300.
-Koo TK, Li MY. (2016). A guideline of selecting and reporting intraclass correlation coefficients. J Chiropr Med. 15(2):155-163.
-Li X, Ratti C, Seiferling I. (2018). Assessing street-level urban greenery. Urban For Urban Green. 34:52-59.
-Mooney SJ, DiMaggio CJ, Lovasi GS, et al. (2016). Use of Google Street View. Am J Public Health. 106(5):876-82.
-Naci H, Chisholm D, Baker TD. (2009). Distribution of road traffic deaths by road user group. Inj Prev. 15(1):55-9.
-Naik N, Philipoom J, Raskar R, Hidalgo C. (2014). Streetscore. IEEE CVPR Workshops, 779-786.
-Rundle AG, Bader MDM, Richards CA, et al. (2011). Using Google Street View to audit neighborhood environments. Am J Prev Med. 40(1):94-100.
-Sleet DA, Pollack Porter KM, Ewing R, et al. (2020). Transportation and Public Health. Elsevier.
-Stoker P, Garfinkel-Castro A, Khayesi M, et al. (2015). Pedestrian safety and the built environment. J Transp Land Use. 8(2):81-105.
-World Health Organization (2018). Global status report on road safety Geneva.
-Zhao H, Shi J, Qi X, et al. (2017). Pyramid scene parsing network. IEEE CVPR, 2881-2890.
-Zuniga-Teran AA, Orr BJ, Gimblett RH, et al. (2017). Designing healthy communities. Front Archit Res. 6(1):63-73.