{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T19:38:59Z","timestamp":1761766739520,"version":"3.40.3"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030519346"},{"type":"electronic","value":"9783030519353"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-51935-3_25","type":"book-chapter","created":{"date-parts":[[2020,7,8]],"date-time":"2020-07-08T06:03:34Z","timestamp":1594188214000},"page":"233-242","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Handwriting Based Gender Classification Using COLD and Hinge Features"],"prefix":"10.1007","author":[{"given":"Abdeljalil","family":"Gattal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chawki","family":"Djeddi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ameur","family":"Bensefia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdellatif","family":"Ennaji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,7,8]]},"reference":[{"key":"25_CR1","doi-asserted-by":"publisher","first-page":"856","DOI":"10.1520\/JFS15447J","volume":"47","author":"S Srihari","year":"2002","unstructured":"Srihari, S., Cha, S.-H., Arora, H., Lee, S.: Individuality of handwriting. J. Forensic Sci. 47, 856\u2013872 (2002)","journal-title":"J. Forensic Sci."},{"key":"25_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.cosrev.2014.12.001","volume":"15\u201316","author":"PK Singh","year":"2015","unstructured":"Singh, P.K., Sarkar, R., Nasipuri, M.: Offline script identification from multilingual Indic-script documents: a state-of-the-art. Comput. Sci. Rev. 15\u201316, 1\u201328 (2015)","journal-title":"Comput. Sci. Rev."},{"issue":"4","key":"25_CR3","doi-asserted-by":"publisher","first-page":"887","DOI":"10.1007\/s10044-014-0371-0","volume":"18","author":"I Siddiqi","year":"2015","unstructured":"Siddiqi, I., Djeddi, C., Raza, A., Souici-meslati, L.: Automatic analysis of handwriting for gender classification. Pattern Anal. Appl. 18(4), 887\u2013899 (2015)","journal-title":"Pattern Anal. Appl."},{"issue":"1","key":"25_CR4","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1007\/s10044-010-0178-6","volume":"14","author":"M Liwicki","year":"2011","unstructured":"Liwicki, M., Schlapbach, A., Bunke, H.: Automatic gender detection using on-line and off-line information. Pattern Anal. Appl. 14(1), 87\u201392 (2011)","journal-title":"Pattern Anal. Appl."},{"key":"25_CR5","doi-asserted-by":"crossref","unstructured":"Bouadjenek N., Nemmour H., Chibani Y.: Local descriptors to improve off-line handwriting-based gender prediction. In: 2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR), pp. 43\u201347 (2014)","DOI":"10.1109\/SOCPAR.2014.7007979"},{"issue":"1","key":"25_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1687-5281-2014-10","volume":"2014","author":"S Al Maadeed","year":"2014","unstructured":"Al Maadeed, S., Hassaine, A.: Automatic prediction of age, gender, and nationality in offline handwriting. EURASIP J. Image Video Process. 2014(1), 1\u201310 (2014). https:\/\/doi.org\/10.1186\/1687-5281-2014-10","journal-title":"EURASIP J. Image Video Process."},{"key":"25_CR7","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.imavis.2016.11.017","volume":"59","author":"Y Akbari","year":"2017","unstructured":"Akbari, Y., Nouri, K., Sadri, J., Djeddi, C., Siddiqi, I.: Wavelet-based gender detection on off-line handwritten documents using probabilistic finite state automata. Image Vis. Comput. 59, 17\u201330 (2017)","journal-title":"Image Vis. Comput."},{"key":"25_CR8","doi-asserted-by":"crossref","unstructured":"Mirza, A., Moetesum, M., Siddiqi, I., Djeddi, C.: Gender classification from offline handwriting images using textural features. In: 2016 15th International Conference on Frontiers in Handwriting Recognition (ICFHR), pp. 395\u2013398 (2016)","DOI":"10.1109\/ICFHR.2016.0080"},{"issue":"1","key":"25_CR9","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1080\/00224545.1945.9714182","volume":"22","author":"FL Goodenough","year":"1945","unstructured":"Goodenough, F.L.: Sex differences in judging the sex of handwriting. J. Soc. Psychol. 22(1), 61\u201368 (1945)","journal-title":"J. Soc. Psychol."},{"issue":"2","key":"25_CR10","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1080\/0141192910170204","volume":"17","author":"J Hartley","year":"1991","unstructured":"Hartley, J.: Sex differences in handwriting: a comment on spear. Br. Educ. Res. J. 17(2), 141\u2013145 (1991)","journal-title":"Br. Educ. Res. J."},{"issue":"6","key":"25_CR11","doi-asserted-by":"publisher","first-page":"691","DOI":"10.1080\/00224540209603929","volume":"142","author":"V Burr","year":"2002","unstructured":"Burr, V.: Judging gender from samples of adult handwriting: accuracy and use of cues. J. Soc. Psychol. 142(6), 691\u2013700 (2002)","journal-title":"J. Soc. Psychol."},{"key":"25_CR12","doi-asserted-by":"crossref","unstructured":"Djeddi, C., Al-Maadeed, S., Gattal, A., Siddiqi, I., Ennaji, A., Abed, H.E.: ICFHR2016 competition on multi-script writer demographics classification using \u2018QUWI\u2019 database. In: 2016 15th International Conference on Frontiers in Handwriting Recognition (ICFHR), pp. 602\u2013606 (2016)","DOI":"10.1109\/ICFHR.2016.0115"},{"key":"25_CR13","doi-asserted-by":"crossref","unstructured":"Hassa\u00efne, A., Al Maadeed, S., Aljaam, J., Jaoua, A.: ICDAR 2013 competition on gender prediction from handwriting. In: 2013 12th International Conference on Document Analysis and Recognition, pp. 1417\u20131421 (2013)","DOI":"10.1109\/ICDAR.2013.286"},{"key":"25_CR14","doi-asserted-by":"crossref","unstructured":"Djeddi C., Al-Maadeed S., Gattal A., Siddiqi I., Souici-Meslati L., El Abed H.: ICDAR2015 competition on multi-script writer identification and gender classification using \u2018QUWI\u2019 database. In: 2015 13th International Conference on Document Analysis and Recognition (ICDAR), pp. 1191\u20131195 (2015)","DOI":"10.1109\/ICDAR.2015.7333949"},{"key":"25_CR15","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1016\/j.eswa.2017.05.033","volume":"85","author":"M Ahmed","year":"2017","unstructured":"Ahmed, M., Rasool, A.G., Afzal, H., Siddiqi, I.: Improving handwriting based gender classification using ensemble classifiers. Expert Syst. Appl. 85, 158\u2013168 (2017)","journal-title":"Expert Syst. Appl."},{"issue":"16","key":"25_CR16","doi-asserted-by":"publisher","first-page":"2126","DOI":"10.1016\/j.patrec.2013.06.021","volume":"34","author":"S Bahrampour","year":"2013","unstructured":"Bahrampour, S., Ray, A., Sarkar, S., Damarla, T., Nasrabadi, N.M.: Performance comparison of feature extraction algorithms for target detection and classification. Pattern Recognit. Lett. 34(16), 2126\u20132134 (2013)","journal-title":"Pattern Recognit. Lett."},{"key":"25_CR17","doi-asserted-by":"crossref","unstructured":"Djeddi, C., Gattal, A., Souici-Meslati, L., Siddiqi, I., Chibani, Y., El Abed, H.: LAMIS-MSHD: a multi-script offline handwriting database. In: 2014 14th International Conference on Frontiers in Handwriting Recognition, pp. 93\u201397 (2014)","DOI":"10.1109\/ICFHR.2014.23"},{"key":"25_CR18","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.eswa.2018.01.038","volume":"99","author":"A Gattal","year":"2018","unstructured":"Gattal, A., Djeddi, C., Siddiqi, I., Chibani, Y.: Gender classification from offline multi-script handwriting images using oriented Basic Image Features (oBIFs). Expert Syst. Appl. 99, 155\u2013167 (2018)","journal-title":"Expert Syst. Appl."},{"key":"25_CR19","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1016\/j.patcog.2016.09.044","volume":"63","author":"S He","year":"2017","unstructured":"He, S., Schomaker, L.: Writer identification using curvature-free features. Pattern Recognit. 63, 451\u2013464 (2017)","journal-title":"Pattern Recognit."},{"key":"25_CR20","doi-asserted-by":"crossref","unstructured":"He S., Schomaker L.: Delta-n Hinge: rotation-invariant features for writer identification. In: 2014 22nd International Conference on Pattern Recognition, pp. 2023\u20132028 (2014)","DOI":"10.1109\/ICPR.2014.353"},{"issue":"4","key":"25_CR21","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1109\/34.993558","volume":"24","author":"S Belongie","year":"2002","unstructured":"Belongie, S., Malik, J., Puzicha, J.: Shape matching and object recognition using shape contexts. IEEE Trans. Pattern Anal. Mach. Intell. 24(4), 509\u2013522 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"4","key":"25_CR22","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1109\/TPAMI.2007.1009","volume":"29","author":"M Bulacu","year":"2007","unstructured":"Bulacu, M., Schomaker, L.: Text-independent writer identification and verification using textural and allographic features. IEEE Trans. Pattern Anal. Mach. Intell. 29(4), 701\u2013717 (2007)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"25_CR23","doi-asserted-by":"crossref","unstructured":"Brink, A.A., Smit, J., Bulacu, M.L., Schomaker, L.R.B.: Writer identification using directional ink-trace width measurements. Pattern Recogn. 45(1), 162\u2013171 (2012)","DOI":"10.1016\/j.patcog.2011.07.005"},{"key":"25_CR24","doi-asserted-by":"publisher","unstructured":"Apnik, V.N.: The Nature of Statistical Learning Theory. Springer, Heidelberg (1995). https:\/\/doi.org\/10.1007\/978-1-4757-2440-0","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"25_CR25","doi-asserted-by":"crossref","unstructured":"Maadeed, S.A., Ayouby, W., Hassa\u00efne, A., Aljaam, J.M.: QUWI: an Arabic and English handwriting dataset for offline writer identification. In: 2012 International Conference on Frontiers in Handwriting Recognition, pp. 746\u2013751 (2012)","DOI":"10.1109\/ICFHR.2012.256"},{"key":"25_CR26","doi-asserted-by":"crossref","unstructured":"Gattal, A., Chibani, Y., Djeddi, C., Siddiqi, I.: Improving isolated digit recognition using a combination of multiple features. In: 2014 14th International Conference on Frontiers in Handwriting Recognition, pp. 446\u2013451 (2014)","DOI":"10.1109\/ICFHR.2014.81"}],"container-title":["Lecture Notes in Computer Science","Image and Signal Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-51935-3_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T19:45:26Z","timestamp":1710359126000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-51935-3_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030519346","9783030519353"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-51935-3_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"8 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICISP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Image and Signal Processing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Marrakesh","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Morocco","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 June 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 June 2020","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":"icisp2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icisp-conf.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"84","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"40","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"48% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The conference was cancelled due to the COVID-19 pandemic.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}