{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T19:46:08Z","timestamp":1775245568637,"version":"3.50.1"},"publisher-location":"Cham","reference-count":41,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030012182","type":"print"},{"value":"9783030012199","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-01219-9_45","type":"book-chapter","created":{"date-parts":[[2018,10,6]],"date-time":"2018-10-06T10:23:51Z","timestamp":1538821431000},"page":"759-775","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Neural Procedural Reconstruction for Residential Buildings"],"prefix":"10.1007","author":[{"given":"Huayi","family":"Zeng","sequence":"first","affiliation":[]},{"given":"Jiaye","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Yasutaka","family":"Furukawa","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,10,7]]},"reference":[{"key":"45_CR1","unstructured":"https:\/\/en.wikipedia.org\/wiki\/Ordnance_Survey_National_Grid (2017)"},{"key":"45_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"717","DOI":"10.1007\/978-3-319-46478-7_44","volume-title":"Computer Vision \u2013 ECCV 2016","author":"A Bulat","year":"2016","unstructured":"Bulat, A., Tzimiropoulos, G.: Human pose estimation via convolutional part heatmap regression. In: Leibe, B., Matas, J., Sebe, N., Welling, M. (eds.) ECCV 2016. LNCS, vol. 9911, pp. 717\u2013732. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46478-7_44"},{"key":"45_CR3","doi-asserted-by":"crossref","unstructured":"Chauve, A.L., Labatut, P., Pons, J.P.: Robust piecewise-planar 3D reconstruction and completion from large-scale unstructured point data. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 1261\u20131268. IEEE (2010)","DOI":"10.1109\/CVPR.2010.5539824"},{"key":"45_CR4","unstructured":"Data.gov.uk. http:\/\/environment.data.gov.uk\/ds\/survey\/index.jsp#\/survey (2015)"},{"key":"45_CR5","doi-asserted-by":"crossref","unstructured":"Demir, I., Aliaga, D.G., Benes, B.: Procedural editing of 3D building point clouds. In: International Conference on Computer Vision, pp. 2147\u20132155 (2015)","DOI":"10.1109\/ICCV.2015.248"},{"key":"45_CR6","doi-asserted-by":"crossref","unstructured":"Demir, I., Aliaga, D.G., Benes, B.: Proceduralization for editing 3D architectural models. In: 2016 Fourth International Conference on 3D Vision (3DV), pp. 194\u2013202. IEEE (2016)","DOI":"10.1109\/3DV.2016.28"},{"key":"45_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"852","DOI":"10.1007\/3-540-47967-8_57","volume-title":"Computer Vision \u2014 ECCV 2002","author":"AR Dick","year":"2002","unstructured":"Dick, A.R., Torr, P.H.S., Cipolla, R.: A bayesian estimation of building shape using MCMC. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol. 2351, pp. 852\u2013866. Springer, Heidelberg (2002). https:\/\/doi.org\/10.1007\/3-540-47967-8_57"},{"issue":"6","key":"45_CR8","first-page":"62","volume":"16","author":"K Dylla","year":"2008","unstructured":"Dylla, K., Frischer, B., M\u00fcller, P., Ulmer, A., Haegler, S.: Rome reborn 2.0: a case study of virtual city reconstruction using procedural modeling techniques. Comput. Graph. World 16(6), 62\u201366 (2008)","journal-title":"Comput. Graph. World"},{"key":"45_CR9","unstructured":"EsriCityEngine. http:\/\/www.esri.com\/software\/cityengine (2017)"},{"key":"45_CR10","doi-asserted-by":"crossref","unstructured":"Furukawa, Y., Curless, B., Seitz, S.M., Szeliski, R.: Manhattan-world stereo. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 1422\u20131429. IEEE (2009)","DOI":"10.1109\/CVPR.2009.5206867"},{"key":"45_CR11","doi-asserted-by":"crossref","unstructured":"Garland, M., Heckbert, P.S.: Surface simplification using quadric error metrics. In: Proceedings of the 24th Annual Conference on Computer Graphics and Interactive Techniques, pp. 209\u2013216. ACM Press\/Addison-Wesley Publishing Co. (1997)","DOI":"10.1145\/258734.258849"},{"key":"45_CR12","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. arXiv preprint arXiv:1512.03385 (2015)","DOI":"10.1109\/CVPR.2016.90"},{"key":"45_CR13","doi-asserted-by":"crossref","unstructured":"Henn, A., Grger, G., Stroh, V., Plmer, L.: Model driven reconstruction of roofs from sparse LiDAR point clouds 76, 17\u201329, February 2013","DOI":"10.1016\/j.isprsjprs.2012.11.004"},{"key":"45_CR14","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.isprsjprs.2013.02.004","volume":"79","author":"H Huang","year":"2013","unstructured":"Huang, H., Brenner, C., Sester, M.: A generative statistical approach to automatic 3D building roof reconstruction from laser scanning data. ISPRS J. Photogramm. Remote Sens. 79, 29\u201343 (2013)","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"45_CR15","doi-asserted-by":"crossref","unstructured":"Ikehata, S., Yang, H., Furukawa, Y.: Structured indoor modeling. In: IEEE International Conference on Computer Vision, pp. 1323\u20131331 (2015)","DOI":"10.1109\/ICCV.2015.156"},{"key":"45_CR16","doi-asserted-by":"crossref","unstructured":"Jiang, H., Xiao, J.: A linear approach to matching cuboids in RGBD images. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 2171\u20132178 (2013)","DOI":"10.1109\/CVPR.2013.282"},{"issue":"3","key":"45_CR17","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1145\/2487228.2487237","volume":"32","author":"M Kazhdan","year":"2013","unstructured":"Kazhdan, M., Hoppe, H.: Screened poisson surface reconstruction. ACM Trans. Graph. (TOG) 32(3), 29 (2013)","journal-title":"ACM Trans. Graph. (TOG)"},{"issue":"4","key":"45_CR18","first-page":"70","volume":"32","author":"VG Kim","year":"2013","unstructured":"Kim, V.G., Li, W., Mitra, N.J., Chaudhuri, S., DiVerdi, S., Funkhouser, T.: Learning part-based templates from large collections of 3D shapes. ACM Trans. Graph. (TOG) 32(4), 70 (2013)","journal-title":"ACM Trans. Graph. (TOG)"},{"issue":"4","key":"45_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2010324.1964955","volume":"30","author":"Yangyan Li","year":"2011","unstructured":"Li, Y., Wu, X., Chrysathou, Y., Sharf, A., Cohen-Or, D., Mitra, N.J.: Globfit: consistently fitting primitives by discovering global relations. In: ACM Transactions on Graphics (TOG), vol. 30, p. 52. ACM (2011)","journal-title":"ACM Transactions on Graphics"},{"issue":"4","key":"45_CR20","first-page":"66","volume":"32","author":"H Lin","year":"2013","unstructured":"Lin, H., Gao, J., Zhou, Y., Lu, G., Ye, M., Zhang, C., Liu, L., Yang, R.: Semantic decomposition and reconstruction of residential scenes from LiDAR data. ACM Trans. Graph. (TOG) 32(4), 66 (2013)","journal-title":"ACM Trans. Graph. (TOG)"},{"key":"45_CR21","doi-asserted-by":"crossref","unstructured":"Martinovic, A., Van Gool, L.: Bayesian grammar learning for inverse procedural modeling. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 201\u2013208 (2013)","DOI":"10.1109\/CVPR.2013.33"},{"key":"45_CR22","doi-asserted-by":"crossref","unstructured":"Martinovic, A., Van Gool, L.: Hierarchical co-segmentation of building facades. In: 2014 2nd International Conference on 3D Vision (3DV), vol. 1, pp. 409\u2013416. IEEE (2014)","DOI":"10.1109\/3DV.2014.26"},{"key":"45_CR23","doi-asserted-by":"crossref","unstructured":"Mathias, M., Martinovic, A., Weissenberg, J., Van Gool, L.: Procedural 3D building reconstruction using shape grammars and detectors. In: 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), pp. 304\u2013311. IEEE (2011)","DOI":"10.1109\/3DIMPVT.2011.45"},{"issue":"6","key":"45_CR24","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1145\/1882261.1866203","volume":"29","author":"P Merrell","year":"2010","unstructured":"Merrell, P., Schkufza, E., Koltun, V.: Computer-generated residential building layouts. ACM Trans. Graph. (TOG) 29(6), 181 (2010)","journal-title":"ACM Trans. Graph. (TOG)"},{"key":"45_CR25","doi-asserted-by":"crossref","unstructured":"Mousavian, A., Anguelov, D., Flynn, J., Kosecka, J.: 3D bounding box estimation using deep learning and geometry. In: IEEE Conference on Computer Vision and Pattern Recognition (2017)","DOI":"10.1109\/CVPR.2017.597"},{"key":"45_CR26","doi-asserted-by":"crossref","unstructured":"M\u00fcller, P., Wonka, P., Haegler, S., Ulmer, A., Van Gool, L.: Procedural modeling of buildings. In: Acm Transactions On Graphics (Tog), vol. 25, pp. 614\u2013623. ACM (2006)","DOI":"10.1145\/1141911.1141931"},{"issue":"3","key":"45_CR27","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1145\/1276377.1276484","volume":"26","author":"P M\u00fcller","year":"2007","unstructured":"M\u00fcller, P., Zeng, G., Wonka, P., Van Gool, L.: Image-based procedural modeling of facades. ACM Trans. Graph. (TOG) 26(3), 85 (2007)","journal-title":"ACM Trans. Graph. (TOG)"},{"key":"45_CR28","doi-asserted-by":"publisher","unstructured":"Nguatem, W., Mayer, H.: Modeling urban scenes from pointclouds. In: 2017 IEEE International Conference on Computer Vision (ICCV), pp. 3857\u20133866, October 2017. https:\/\/doi.org\/10.1109\/ICCV.2017.414","DOI":"10.1109\/ICCV.2017.414"},{"key":"45_CR29","doi-asserted-by":"crossref","unstructured":"Nishida, G., Bousseau, A., Aliaga, D.G.: Procedural modeling of a building from a single image. Eurographics (2018)","DOI":"10.1111\/cgf.13372"},{"issue":"4","key":"45_CR30","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1145\/2897824.2925951","volume":"35","author":"G Nishida","year":"2016","unstructured":"Nishida, G., Garcia-Dorado, I., Aliaga, D.G., Benes, B., Bousseau, A.: Interactive sketching of urban procedural models. ACM Trans. Graph. (TOG) 35(4), 130 (2016)","journal-title":"ACM Trans. Graph. (TOG)"},{"key":"45_CR31","doi-asserted-by":"crossref","unstructured":"Quan, L., Tan, P., Zeng, G., Yuan, L., Wang, J., Kang, S.B.: Image-based plant modeling. In: ACM Transactions on Graphics (TOG), vol. 25, pp. 599\u2013604. ACM (2006)","DOI":"10.1145\/1141911.1141929"},{"key":"45_CR32","unstructured":"Ritchie, D., Thomas, A., Hanrahan, P., Goodman, N.: Neurally-guided procedural models: amortized inference for procedural graphics programs using neural networks. In: Advances In Neural Information Processing Systems, pp. 622\u2013630 (2016)"},{"key":"45_CR33","doi-asserted-by":"crossref","unstructured":"Sinha, S., Steedly, D., Szeliski, R.: Piecewise planar stereo for image-based rendering. In: IEEE International Conference on Computer Vision (2009)","DOI":"10.1109\/ICCV.2009.5459417"},{"issue":"2","key":"45_CR34","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1145\/1944846.1944851","volume":"30","author":"JO Talton","year":"2011","unstructured":"Talton, J.O., Lou, Y., Lesser, S., Duke, J., M\u011bch, R., Koltun, V.: Metropolis procedural modeling. ACM Trans. Graph. (TOG) 30(2), 11 (2011)","journal-title":"ACM Trans. Graph. (TOG)"},{"issue":"3","key":"45_CR35","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1145\/1276377.1276486","volume":"26","author":"Ping Tan","year":"2007","unstructured":"Tan, P., Zeng, G., Wang, J., Kang, S.B., Quan, L.: Image-based tree modeling. In: ACM Transactions on Graphics (TOG), vol. 26, p. 87. ACM (2007)","journal-title":"ACM Transactions on Graphics"},{"key":"45_CR36","doi-asserted-by":"crossref","unstructured":"Toshev, A., Mordohai, P., Taskar, B.: Detecting and parsing architecture at city scale from range data. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 398\u2013405. IEEE (2010)","DOI":"10.1109\/CVPR.2010.5540187"},{"issue":"10","key":"45_CR37","doi-asserted-by":"publisher","first-page":"13945","DOI":"10.3390\/rs71013945","volume":"7","author":"H Wang","year":"2015","unstructured":"Wang, H., Zhang, W., Chen, Y., Chen, M., Yan, K.: Semantic decomposition and reconstruction of compound buildings with symmetric roofs from LiDAR data and aerial imagery. Remote Sens. 7(10), 13945\u201313974 (2015). https:\/\/doi.org\/10.3390\/rs71013945","journal-title":"Remote Sens."},{"issue":"3","key":"45_CR38","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1007\/s11263-014-0711-y","volume":"110","author":"J Xiao","year":"2014","unstructured":"Xiao, J., Furukawa, Y.: Reconstructing the world\u2019s museums. Int. J. Comput. Vis. 110(3), 243\u2013258 (2014)","journal-title":"Int. J. Comput. Vis."},{"key":"45_CR39","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1007\/978-3-540-88693-8_64","volume-title":"Computer Vision \u2013 ECCV 2008","author":"L Zebedin","year":"2008","unstructured":"Zebedin, L., Bauer, J., Karner, K., Bischof, H.: Fusion of feature- and area-based information for urban buildings modeling from aerial imagery. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008. LNCS, vol. 5305, pp. 873\u2013886. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-88693-8_64"},{"key":"45_CR40","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/978-3-642-15558-1_9","volume-title":"Computer Vision \u2013 ECCV 2010","author":"Q-Y Zhou","year":"2010","unstructured":"Zhou, Q.-Y., Neumann, U.: 2.5D dual contouring: a robust approach to creating building models from aerial LiDAR point clouds. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010. LNCS, vol. 6313, pp. 115\u2013128. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-15558-1_9"},{"key":"45_CR41","doi-asserted-by":"crossref","unstructured":"Zhou, Q.Y., Neumann, U.: 2.5D building modeling by discovering global regularities. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 326\u2013333. IEEE (2012)","DOI":"10.1109\/CVPR.2012.6247692"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-01219-9_45","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T18:47:22Z","timestamp":1775242042000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-01219-9_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030012182","9783030012199"],"references-count":41,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-01219-9_45","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"7 October 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECCV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Computer Vision","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Munich","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"eccv2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/eccv2018.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}