{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T03:25:32Z","timestamp":1743132332720,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319591254"},{"type":"electronic","value":"9783319591261"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-59126-1_17","type":"book-chapter","created":{"date-parts":[[2017,5,17]],"date-time":"2017-05-17T20:55:49Z","timestamp":1495054549000},"page":"197-208","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Framework for Machine Vision Based Traffic Sign Inventory"],"prefix":"10.1007","author":[{"given":"Petri","family":"Hienonen","sequence":"first","affiliation":[]},{"given":"Lasse","family":"Lensu","sequence":"additional","affiliation":[]},{"given":"Markus","family":"Melander","sequence":"additional","affiliation":[]},{"given":"Heikki","family":"K\u00e4lvi\u00e4inen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,5,19]]},"reference":[{"unstructured":"Hienonen, P.: Automatic traffic sign inventory and condition analysis. Master\u2019s thesis, Lappeenranta University of Technology, Finland (2014)","key":"17_CR1"},{"key":"17_CR2","first-page":"323","volume":"32","author":"J Stallkamp","year":"2012","unstructured":"Stallkamp, J., Schlipsing, M., Salmen, J., Igel, C.: Man vs. computer: benchmarking machine learning algorithms for traffic sign recognition. NN 32, 323\u2013332 (2012)","journal-title":"NN"},{"issue":"1","key":"17_CR3","first-page":"113","volume":"10","author":"X Baro","year":"2009","unstructured":"Baro, X., Escalera, S., Vitria, J., Pujol, O., Radeva, P.: Traffic sign recognition using evolutionary adaboost detection and forest-ECOC classification. IEEE ITS 10(1), 113\u2013126 (2009)","journal-title":"IEEE ITS"},{"doi-asserted-by":"crossref","unstructured":"Houben, S., Stallkamp, J., Salmen, J., Schlipsing, M., Igel, C.: Detection of traffic signs in real-world images: the German traffic sign detection benchmark. In: Proceedings of IJCNN (2013)","key":"17_CR4","DOI":"10.1109\/IJCNN.2013.6706807"},{"key":"17_CR5","first-page":"1484","volume":"13","author":"A Mogelmose","year":"2012","unstructured":"Mogelmose, A., Trivedi, M., Moeslund, T.: Vision-based traffic sign detection and analysis for intelligent driver assistance systems: perspectives and survey. IEEE ITS 13, 1484\u20131497 (2012)","journal-title":"IEEE ITS"},{"doi-asserted-by":"crossref","unstructured":"Bahlmann, C., Zhu, Y., Ramesh, V., Pellkofer, M., Koehler, T.: A system for traffic sign detection, tracking, and recognition using color, shape, and motion information. In: Proceedings of IEEE IV (2005)","key":"17_CR6","DOI":"10.1109\/IVS.2005.1505111"},{"doi-asserted-by":"crossref","unstructured":"Maldonado-Bascon, S., Lafuente-Arroyo, S., P. Siegmann, H.G.M., Acevedo-Rodr\u0131guez, F.: Traffic sign recognition system for inventory purposes. In: Proceedings of IEEE IVS (2008)","key":"17_CR7","DOI":"10.1109\/IVS.2008.4621233"},{"key":"17_CR8","first-page":"1893","volume":"25","author":"L Hazelhoff","year":"2014","unstructured":"Hazelhoff, L., Creusen, I.M.: Exploiting street-level panoramic images for large-scale automated surveying of traffic signs. MVA 25, 1893\u20131911 (2014)","journal-title":"MVA"},{"key":"17_CR9","first-page":"633","volume":"25","author":"R Timofte","year":"2011","unstructured":"Timofte, R., Zimmermann, K., Van Gool, L.: Multi-view traffic sign detection, recognition, and 3D localisation. MVA 25, 633\u2013647 (2011)","journal-title":"MVA"},{"key":"17_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1007\/978-3-642-21227-7_23","volume-title":"Image Analysis","author":"F Larsson","year":"2011","unstructured":"Larsson, F., Felsberg, M.: Using Fourier descriptors and spatial models for traffic sign recognition. In: Heyden, A., Kahl, F. (eds.) SCIA 2011. LNCS, vol. 6688, pp. 238\u2013249. Springer, Heidelberg (2011). doi:10.1007\/978-3-642-21227-7_23"},{"key":"17_CR11","doi-asserted-by":"publisher","first-page":"244","DOI":"10.1049\/iet-cvi.2010.0040","volume":"5","author":"F Larsson","year":"2011","unstructured":"Larsson, F., Felsberg, M., Forssen, P.E.: Correlating Fourier descriptors of local patches for road sign recognition. IET Comput. Vis. 5, 244\u2013254 (2011)","journal-title":"IET Comput. Vis."},{"doi-asserted-by":"crossref","unstructured":"Gu, Y., Yendo, T., Tehrani, M., Fujii, T., Tanimoto, M.: Traffic sign detection in dual-focal active camera system. In: Proceedings of IEEE IV (2011)","key":"17_CR12","DOI":"10.1109\/IVS.2011.5940513"},{"key":"17_CR13","first-page":"485","volume":"12","author":"A Gonzalez","year":"2011","unstructured":"Gonzalez, A., Garrido, M., Llorca, D., Gavilan, M., Fernandez, J., Alcantarilla, P., Parra, I., Herranz, F., Bergasa, L., Sotelo, M., Revenga de Toro, P.: Automatic traffic signs and panels inspection system using computer vision. IEEE ITS 12, 485\u2013499 (2011)","journal-title":"IEEE ITS"},{"doi-asserted-by":"crossref","unstructured":"Houben, S.: A single target voting scheme for traffic sign detection. In: Proceedings of IEEE IV (2011)","key":"17_CR14","DOI":"10.1109\/IVS.2011.5940429"},{"unstructured":"Fleyeh, H.: Color detection and segmentation for road and traffic signs. In: Proceedings of IEEE CIS (2004)","key":"17_CR15"},{"key":"17_CR16","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"P Viola","year":"2004","unstructured":"Viola, P., Jones, M.J.: Robust real-time face detection. IJCV 57, 137\u2013154 (2004)","journal-title":"IJCV"},{"doi-asserted-by":"crossref","unstructured":"Zaklouta, F., Stanciulescu, B., Hamdoun, O.: Traffic sign classification using k-d trees and random forests. In: Proceedings of IJCNN (2011)","key":"17_CR17","DOI":"10.1109\/IJCNN.2011.6033494"},{"doi-asserted-by":"crossref","unstructured":"Mathias, M., Timofte, R., Benenson, R., Gool, L.J.V.: Traffic sign recognition - how far are we from the solution? In: Proceedings of IJCNN (2013)","key":"17_CR18","DOI":"10.1109\/IJCNN.2013.6707049"},{"key":"17_CR19","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1109\/34.908974","volume":"23","author":"AM Martinez","year":"2001","unstructured":"Martinez, A.M., Kak, A.C.: PCA versus LDA. IEEE PAMI 23, 228\u2013233 (2001)","journal-title":"IEEE PAMI"},{"doi-asserted-by":"crossref","unstructured":"Zhu, Y., Wang, X., Yao, C., Bai, X.: Traffic sign classification using two-layer image representation. In: Proceedings of ICIP (2013)","key":"17_CR20","DOI":"10.1109\/ICIP.2013.6738774"},{"key":"17_CR21","first-page":"1515","volume":"13","author":"K Lu","year":"2012","unstructured":"Lu, K., Ding, Z., Ge, S.: Sparse-representation-based graph embedding for traffic sign recognition. IEEE ITS 13, 1515\u20131524 (2012)","journal-title":"IEEE ITS"},{"key":"17_CR22","first-page":"848","volume":"44","author":"A de la Escalera","year":"1997","unstructured":"de la Escalera, A., Moreno, L., Salichs, M., Armingol, J.: Road traffic sign detection and classification. IEEE IE 44, 848\u2013859 (1997)","journal-title":"IEEE IE"},{"doi-asserted-by":"crossref","unstructured":"Fleyeh, H.: Shadow and highlight invariant colour segmentation algorithm for traffic signs. In: Proceedings of CCIS (2006)","key":"17_CR23","DOI":"10.1109\/ICCIS.2006.252225"},{"doi-asserted-by":"crossref","unstructured":"Broggi, A., Cerri, P., Medici, P., Porta, P., Ghisio, G.: Real time road signs recognition. In: Proceedings of IEEE IV (2007)","key":"17_CR24","DOI":"10.1109\/IVS.2007.4290244"},{"key":"17_CR25","doi-asserted-by":"publisher","first-page":"1532","DOI":"10.1109\/TPAMI.2014.2300479","volume":"36","author":"P Dollar","year":"2014","unstructured":"Dollar, P., Appel, R., Belongie, S., Perona, P.: Fast feature pyramids for object detection. IEEE PAMI 36, 1532\u20131545 (2014)","journal-title":"IEEE PAMI"},{"key":"17_CR26","doi-asserted-by":"publisher","first-page":"743","DOI":"10.1109\/TPAMI.2011.155","volume":"34","author":"P Dollar","year":"2012","unstructured":"Dollar, P., Wojek, C., Schiele, B., Perona, P.: Pedestrian detection: an evaluation of the state of the art. IEEE PAMI 34, 743\u2013761 (2012)","journal-title":"IEEE PAMI"},{"key":"17_CR27","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Mach. Learn. 45, 5\u201332 (2001)","journal-title":"Mach. Learn."},{"doi-asserted-by":"crossref","unstructured":"Dollar, P., Tu, Z., Perona, P., Belongie, S.: Integral channel features. In: Proceedings of BMVC (2009)","key":"17_CR28","DOI":"10.5244\/C.23.91"},{"doi-asserted-by":"crossref","unstructured":"Sermanet, P., LeCun, Y.: Traffic sign recognition with multi-scale convolutional networks. In: Proceedings of IJCNN (2011)","key":"17_CR29","DOI":"10.1109\/IJCNN.2011.6033589"},{"key":"17_CR30","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1007\/s00190-012-0578-z","volume":"87","author":"CF Karney","year":"2013","unstructured":"Karney, C.F.: Algorithms for geodesics. J. Geod. 87, 43\u201355 (2013)","journal-title":"J. Geod."},{"key":"17_CR31","doi-asserted-by":"publisher","first-page":"16802","DOI":"10.3390\/s121216802","volume":"12","author":"ED Mart\u00ed","year":"2012","unstructured":"Mart\u00ed, E.D., Mart\u00edn, D., Garc\u00eda, J., de la Escalera, A., Molina, J.M., Armingol, J.M.: Context-aided sensor fusion for enhanced urban navigation. Sensors 12, 16802\u201316837 (2012)","journal-title":"Sensors"},{"key":"17_CR32","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1038\/nature14539","volume":"521","author":"Y LeCun","year":"2015","unstructured":"LeCun, Y., Bengio, Y., Hinton, G.: Deep learning. Nature 521, 436\u2013444 (2015)","journal-title":"Nature"}],"container-title":["Lecture Notes in Computer Science","Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-59126-1_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T08:32:55Z","timestamp":1710232375000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-59126-1_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319591254","9783319591261"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59126-1_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"19 May 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SCIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Scandinavian Conference on Image Analysis","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Troms\u00f8","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Norway","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 June 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 June 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"scia2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/scia2017.org\/index.html","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"}]}}