{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T13:41:19Z","timestamp":1768311679178,"version":"3.49.0"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319977843","type":"print"},{"value":"9783319977850","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-97785-0_45","type":"book-chapter","created":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T14:49:17Z","timestamp":1533134957000},"page":"470-480","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks"],"prefix":"10.1007","author":[{"given":"Paul","family":"Maergner","sequence":"first","affiliation":[]},{"given":"Vinaychandran","family":"Pondenkandath","sequence":"additional","affiliation":[]},{"given":"Michele","family":"Alberti","sequence":"additional","affiliation":[]},{"given":"Marcus","family":"Liwicki","sequence":"additional","affiliation":[]},{"given":"Kaspar","family":"Riesen","sequence":"additional","affiliation":[]},{"given":"Rolf","family":"Ingold","sequence":"additional","affiliation":[]},{"given":"Andreas","family":"Fischer","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,8,2]]},"reference":[{"key":"45_CR1","doi-asserted-by":"crossref","unstructured":"Alberti, M., Pondenkandath, V., W\u00fcrsch, M., Ingold, R., Liwicki, M.: DeepDIVA: a highly-functional python framework for reproducible experiments. In: International Conference on Frontiers in Handwriting Recognition (2018, submitted)","DOI":"10.1109\/ICFHR-2018.2018.00080"},{"key":"45_CR2","doi-asserted-by":"crossref","unstructured":"Alonso-Fernandez, F., Fairhurst, M., Fierrez, J., Ortega-Garcia, J.: Automatic measures for predicting performance in off-line signature. In: Proceedings of the 14th International Conference on Image Processing, pp. 369\u2013372 (2007)","DOI":"10.1109\/ICIP.2007.4378968"},{"key":"45_CR3","doi-asserted-by":"crossref","unstructured":"Balntas, V., Riba, E., Ponsa, D., Mikolajczyk, K.: Learning local feature descriptors with triplets and shallow convolutional neural networks. In: Proceedings of the British Machine Vision Conference (BMVC), September 2016","DOI":"10.5244\/C.30.119"},{"issue":"1","key":"45_CR4","first-page":"57","volume":"2","author":"A Bansal","year":"2009","unstructured":"Bansal, A., Gupta, B., Khandelwal, G., Chakraverty, S.: Offline signature verification using critical region matching. Int. J. Sig. Process. Image Process. Pattern Recogn. 2(1), 57\u201370 (2009)","journal-title":"Int. J. Sig. Process. Image Process. Pattern Recogn."},{"issue":"3","key":"45_CR5","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1109\/TPAMI.2014.2343981","volume":"37","author":"MA Ferrer","year":"2015","unstructured":"Ferrer, M.A., Diaz-Cabrera, M., Morales, A.: Static signature synthesis: a neuromotor inspired approach for biometrics. IEEE Trans. Pattern Anal. Mach. Intell. 37(3), 667\u2013680 (2015)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"3","key":"45_CR6","doi-asserted-by":"publisher","first-page":"966","DOI":"10.1109\/TIFS.2012.2190281","volume":"7","author":"MA Ferrer","year":"2012","unstructured":"Ferrer, M.A., Vargas, J.F., Morales, A., Ordonez, A.: Robustness of offline signature verification based on gray level features. IEEE Trans. Inf. Forensics Secur. 7(3), 966\u2013977 (2012)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"45_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1007\/978-3-540-25976-3_27","volume-title":"Biometric Authentication","author":"J Fierrez-Aguilar","year":"2004","unstructured":"Fierrez-Aguilar, J., Alonso-Hermira, N., Moreno-Marquez, G., Ortega-Garcia, J.: An off-line signature verification system based on fusion of local and global information. In: Maltoni, D., Jain, A.K. (eds.) BioAW 2004. LNCS, vol. 3087, pp. 295\u2013306. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-25976-3_27"},{"issue":"3","key":"45_CR8","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1109\/TSMCC.2005.848181","volume":"35","author":"J Fierrez-Aguilar","year":"2004","unstructured":"Fierrez-Aguilar, J., Ortega-Garcia, J., Gonzalez-Rodriguez, J.: Target dependent score normalization techniques and their application to signature verification. IEEE Trans. Syst. Man. Cybern. Part C 35(3), 418\u2013425 (2004)","journal-title":"IEEE Trans. Syst. Man. Cybern. Part C"},{"issue":"4","key":"45_CR9","first-page":"145","volume":"7","author":"T Fotak","year":"2011","unstructured":"Fotak, T., Baca, M., Koruga, P.: Handwritten signature identification using basic concepts of graph theory. WSEAS Trans. Sig. Process. 7(4), 145\u2013157 (2011)","journal-title":"WSEAS Trans. Sig. Process."},{"key":"45_CR10","unstructured":"Gilperez, A., Alonso-Fernandez, F., Pecharroman, S., Fierrez, J., Ortega-Garcia, J.: Off-line signature verification using contour features. In: Proceedings of the 11th International Conference on Frontiers in Handwriting Recognition, pp. 1\u20136 (2008)"},{"key":"45_CR11","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/j.patcog.2017.05.012","volume":"70","author":"LG Hafemann","year":"2017","unstructured":"Hafemann, L.G., Sabourin, R., Oliveira, L.S.: Learning features for offline handwritten signature verification using deep convolutional neural networks. Pattern Recogn. 70, 163\u2013176 (2017)","journal-title":"Pattern Recogn."},{"key":"45_CR12","doi-asserted-by":"crossref","unstructured":"Hafemann, L.G., Sabourin, R., Oliveira, L.S.: Offline handwritten signature verification - literature review. In: Proceedings of International Conference on Image Processing Theory, Tools and Applications (IPTA), pp. 1\u20138 (2017)","DOI":"10.1109\/IPTA.2017.8310112"},{"key":"45_CR13","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of Conference on Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"45_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1007\/978-3-319-24261-3_7","volume-title":"Similarity-Based Pattern Recognition","author":"E Hoffer","year":"2015","unstructured":"Hoffer, E., Ailon, N.: Deep metric learning using triplet network. In: Feragen, A., Pelillo, M., Loog, M. (eds.) SIMBAD 2015. LNCS, vol. 9370, pp. 84\u201392. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-24261-3_7"},{"issue":"5","key":"45_CR15","doi-asserted-by":"publisher","first-page":"609","DOI":"10.1109\/TSMCC.2008.923866","volume":"38","author":"D Impedovo","year":"2008","unstructured":"Impedovo, D., Pirlo, G.: Automatic signature verification: the state of the art. IEEE Trans. Syst. Man Cybern. Part C 38(5), 609\u2013635 (2008)","journal-title":"IEEE Trans. Syst. Man Cybern. Part C"},{"key":"45_CR16","doi-asserted-by":"crossref","unstructured":"Maergner, P., Riesen, K., Ingold, R., Fischer, A.: A structural approach to offline signature verification using graph edit distance. In: Proceedings of International Conference on Document Analysis and Recognition, pp. 1216\u20131222. IEEE (2017)","DOI":"10.1109\/ICDAR.2017.201"},{"key":"45_CR17","doi-asserted-by":"crossref","unstructured":"Malik, M.I., Liwicki, M.: From terminology to evaluation: performance assessment of automatic signature verification systems. In: Proceedings of International Conference on Frontiers in Handwriting Recognition, pp. 613\u2013618 (2012)","DOI":"10.1109\/ICFHR.2012.205"},{"issue":"6","key":"45_CR18","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1049\/ip-vis:20031078","volume":"150","author":"J Ortega-Garcia","year":"2003","unstructured":"Ortega-Garcia, J., et al.: MCYT baseline corpus: a bimodal biometric database. IEEE Proc.-Vis. Image Sig. Process. 150(6), 395\u2013401 (2003)","journal-title":"IEEE Proc.-Vis. Image Sig. Process."},{"issue":"2","key":"45_CR19","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/0031-3203(89)90059-9","volume":"22","author":"R Plamondon","year":"1989","unstructured":"Plamondon, R., Lorette, G.: Automatic signature verification and writer identification - the state of the art. Pattern Recogn. 22(2), 107\u2013131 (1989)","journal-title":"Pattern Recogn."},{"issue":"7","key":"45_CR20","doi-asserted-by":"publisher","first-page":"950","DOI":"10.1016\/j.imavis.2008.04.004","volume":"27","author":"K Riesen","year":"2009","unstructured":"Riesen, K., Bunke, H.: Approximate graph edit distance computation by means of bipartite graph matching. Image Vis. Comput. 27(7), 950\u2013959 (2009)","journal-title":"Image Vis. Comput."},{"key":"45_CR21","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1007\/978-3-319-11656-3_12","volume-title":"Artificial Neural Networks in Pattern Recognition","author":"K Riesen","year":"2014","unstructured":"Riesen, K., Fischer, A., Bunke, H.: Computing upper and lower bounds of graph edit distance in cubic time. In: El Gayar, N., Schwenker, F., Suen, C. (eds.) ANNPR 2014. LNCS (LNAI), vol. 8774, pp. 129\u2013140. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-11656-3_12"},{"issue":"3","key":"45_CR22","doi-asserted-by":"publisher","first-page":"709","DOI":"10.1142\/S0218001494000383","volume":"8","author":"R Sabourin","year":"1994","unstructured":"Sabourin, R., Plamondon, R., Beaumier, L.: Structural interpretation of handwritten signature images. Int. J. Pattern Recog. Artif. Intell. 8(3), 709\u2013748 (1994)","journal-title":"Int. J. Pattern Recog. Artif. Intell."},{"key":"45_CR23","doi-asserted-by":"crossref","unstructured":"Yilmaz, M.B., Yanikoglu, B., Tirkaz, C., Kholmatov, A.: Offline signature verification using classifier combination of HOG and LBP features. In: Proceedings of the International Joint Conference on Biometrics, pp. 1\u20137 (2011)","DOI":"10.1109\/IJCB.2011.6117473"},{"key":"45_CR24","doi-asserted-by":"crossref","unstructured":"Zagoruyko, S., Komodakis, N.: Learning to compare image patches via convolutional neural networks. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 4353\u20134361 (2015)","DOI":"10.1109\/CVPR.2015.7299064"}],"container-title":["Lecture Notes in Computer Science","Structural, Syntactic, and Statistical Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-97785-0_45","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T16:43:59Z","timestamp":1710348239000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-97785-0_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319977843","9783319977850"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-97785-0_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":"2 August 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"S+SSPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR)","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Beijing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","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":"17 August 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 August 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sspr2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ssspr2018.buaa.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}