{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T09:51:54Z","timestamp":1768816314083,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,11,7]],"date-time":"2017-11-07T00:00:00Z","timestamp":1510012800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"The Alan Turing Institute under the UK Engineering and Physical Sciences Research Council (EPSRC)","award":["EP\/N510129\/1"],"award-info":[{"award-number":["EP\/N510129\/1"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,11,7]]},"DOI":"10.1145\/3149808.3149810","type":"proceedings-article","created":{"date-parts":[[2017,11,27]],"date-time":"2017-11-27T18:38:25Z","timestamp":1511807905000},"page":"5-9","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":21,"title":["An application of convolutional neural network in street image classification"],"prefix":"10.1145","author":[{"given":"Stephen","family":"Law","sequence":"first","affiliation":[{"name":"Alan Turing Institute, London, UK"}]},{"given":"Yao","family":"Shen","sequence":"additional","affiliation":[{"name":"University College London, London, UK"}]},{"given":"Chanuki","family":"Seresinhe","sequence":"additional","affiliation":[{"name":"Alan Turing Institute, London, UK"}]}],"member":"320","published-online":{"date-parts":[[2017,11,7]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"L Chen G Papandreou I Kokkinos K Murphy and A.L. Yuille. 2014. Semantic image segmentatiom with deep convolutional nets and fully connected crfs. arXiv preprint arXiv:1412.7062 (2014).  L Chen G Papandreou I Kokkinos K Murphy and A.L. Yuille. 2014. Semantic image segmentatiom with deep convolutional nets and fully connected crfs. arXiv preprint arXiv:1412.7062 (2014)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"C Doersch S Singh C Wu and W Hui. 2012. ACM Transactions on Graphics. What makes Paris look like Paris (2012).  C Doersch S Singh C Wu and W Hui. 2012. ACM Transactions on Graphics. What makes Paris look like Paris (2012).","DOI":"10.1145\/2185520.2185597"},{"key":"e_1_3_2_1_3_1","unstructured":"ESRI. 2013. http:\/\/www.esri.com\/software\/cityengine\/. (2013).  ESRI. 2013. http:\/\/www.esri.com\/software\/cityengine\/. (2013)."},{"key":"e_1_3_2_1_4_1","unstructured":"J Gehl. 197"},{"key":"e_1_3_2_1_5_1","unstructured":"J. Gehl. 201"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"e_1_3_2_1_7_1","unstructured":"Google. 2017. https:\/\/www.maps.google.com\/. (2017). Accessed: 2017.  Google. 2017. https:\/\/www.maps.google.com\/. (2017). Accessed: 2017."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"E Heffernan T Heffernan and W Pan. 2014. The relationship between the quality of active frontages and public perceptions of public spaces. Urban Design international (2014).  E Heffernan T Heffernan and W Pan. 2014. The relationship between the quality of active frontages and public perceptions of public spaces. Urban Design international (2014).","DOI":"10.1057\/udi.2013.16"},{"key":"e_1_3_2_1_9_1","unstructured":"J. Jacobs. 196"},{"key":"e_1_3_2_1_10_1","volume-title":"Caffe: An open source convolution architecture for fast feature embedding","author":"Jia Y","year":"2012"},{"key":"e_1_3_2_1_11_1","unstructured":"A Krizhevsky I Sutskever and G.E Hinton. 2012. Imagenet classification with deep convolutional neural networks. Advances in neural information processing (2012).   A Krizhevsky I Sutskever and G.E Hinton. 2012. Imagenet classification with deep convolutional neural networks. Advances in neural information processing (2012)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Y Li M Paluri J Rehg and P Dollar. 2016. Unsupervised learning of edges. CVPR (2016).  Y Li M Paluri J Rehg and P Dollar. 2016. Unsupervised learning of edges. CVPR (2016).","DOI":"10.1109\/CVPR.2016.179"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"L Liu E Silva C Wu and W Hui. 2017. A machine learning-based method for the large-scale evaluation of the urban environment. Computers Environment and Urban Systems (2017).  L Liu E Silva C Wu and W Hui. 2017. A machine learning-based method for the large-scale evaluation of the urban environment. Computers Environment and Urban Systems (2017).","DOI":"10.1016\/j.compenvurbsys.2017.06.003"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.121"},{"key":"e_1_3_2_1_15_1","volume-title":"Safer Places: The Planning System and Crime Prevention. Home Office.","year":"2005"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"C Seresinhe T Preis and S Moat. 2017. Using deep learning to quantify the beauty of oudoor plaes. Royal Society Open Science (2017).  C Seresinhe T Preis and S Moat. 2017. Using deep learning to quantify the beauty of oudoor plaes. Royal Society Open Science (2017).","DOI":"10.1098\/rsos.170170"},{"key":"e_1_3_2_1_17_1","unstructured":"Streetscore. 2014. http:\/\/streetscore.media.mit.edu. (2014). Accessed: 2016-04-29.  Streetscore. 2014. http:\/\/streetscore.media.mit.edu. (2014). Accessed: 2016-04-29."},{"key":"e_1_3_2_1_18_1","unstructured":"Llewelyn Davies Yeang and Homes Communities Agency. 2013. Urban Design Compendium. English Partnerships and The Housing Corporation.  Llewelyn Davies Yeang and Homes Communities Agency. 2013. Urban Design Compendium. English Partnerships and The Housing Corporation."},{"key":"e_1_3_2_1_19_1","unstructured":"B Zhou J Lapedriza A Xiao A Torralba and A Oliva. 2014. Learning deep features for scene recognition using places database. Advances in neural information processing (2014).   B Zhou J Lapedriza A Xiao A Torralba and A Oliva. 2014. Learning deep features for scene recognition using places database. Advances in neural information processing (2014)."}],"event":{"name":"SIGSPATIAL'17: 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","location":"Los Angeles California","acronym":"SIGSPATIAL'17"},"container-title":["Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3149808.3149810","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3149808.3149810","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:26:18Z","timestamp":1750213578000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3149808.3149810"}},"subtitle":["the case study of london"],"short-title":[],"issued":{"date-parts":[[2017,11,7]]},"references-count":19,"alternative-id":["10.1145\/3149808.3149810","10.1145\/3149808"],"URL":"https:\/\/doi.org\/10.1145\/3149808.3149810","relation":{},"subject":[],"published":{"date-parts":[[2017,11,7]]},"assertion":[{"value":"2017-11-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}