{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T15:50:48Z","timestamp":1758124248727,"version":"3.40.3"},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031065545"},{"type":"electronic","value":"9783031065552"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[[2022]]},"DOI":"10.1007\/978-3-031-06555-2_33","type":"book-chapter","created":{"date-parts":[[2022,5,17]],"date-time":"2022-05-17T09:10:13Z","timestamp":1652778613000},"page":"492-506","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Hard and\u00a0Soft Labeling for\u00a0Hebrew Paleography: A Case Study"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8458-1022","authenticated-orcid":false,"given":"Ahmad","family":"Droby","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4257-7882","authenticated-orcid":false,"given":"Daria Vasyutinsky","family":"Shapira","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8542-8342","authenticated-orcid":false,"given":"Irina","family":"Rabaev","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7240-7286","authenticated-orcid":false,"given":"Berat Kurar","family":"Barakat","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1164-7040","authenticated-orcid":false,"given":"Jihad","family":"El-Sana","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,5,18]]},"reference":[{"key":"33_CR1","doi-asserted-by":"crossref","unstructured":"Abdalhaleem, A., Barakat, B.K., El-Sana, J.: Case study: fine writing style classification using siamese neural network. In: 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, pp. 62\u201366 (2018)","DOI":"10.1109\/ASAR.2018.8480212"},{"key":"33_CR2","unstructured":"Beit-Ari\u00e9, M.: Hebrew codicology. Tentative Typology of Technical Practices Employed in Hebrew Dated Medieval Manuscripts, Jerusalem (1981)"},{"key":"33_CR3","doi-asserted-by":"publisher","unstructured":"Beit-Ari\u00e9, M.: Hebrew Codicology. ZFDM Repository (2021). https:\/\/doi.org\/10.25592\/uhhfdm.8849","DOI":"10.25592\/uhhfdm.8849"},{"key":"33_CR4","unstructured":"Beit-Ari\u00e9, M., Engel, E.: Specimens of mediaeval Hebrew scripts, vol. 3. Israel Academy of Sciences and Humanities (1987, 2002, 2017)"},{"key":"33_CR5","doi-asserted-by":"publisher","unstructured":"Christlein, V., Bernecker, D., Maier, A., Angelopoulou, E.: Offline writer identification using convolutional neural network activation Features. In: Gall, J., Gehler, P., Leibe, B. (eds.) Pattern Recognition, GCPR 2015. LNCS, vol. 9358, pp. 540\u2013552. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-24947-6_45","DOI":"10.1007\/978-3-319-24947-6_45"},{"key":"33_CR6","doi-asserted-by":"crossref","unstructured":"Christlein, V., Gropp, M., Fiel, S., Maier, A.: Unsupervised feature learning for writer identification and writer retrieval. In: 14th International Conference on Document Analysis and Recognition, vol. 1, pp. 991\u2013997 (2017)","DOI":"10.1109\/ICDAR.2017.165"},{"key":"33_CR7","doi-asserted-by":"crossref","unstructured":"Cloppet, F., Eglin, V., Helias-Baron, M., Kieu, C., Vincent, N., Stutzmann, D.: ICDAR2017 competition on the classification of medieval handwritings in Latin script. In: 14th International Conference on Document Analysis and Recognition, vol. 1, pp. 1371\u20131376 (2017)","DOI":"10.1109\/ICDAR.2017.224"},{"key":"33_CR8","doi-asserted-by":"crossref","unstructured":"Cloppet, F., Eglin, V., Stutzmann, D., Vincent, N., et al.: ICFHR2016 competition on the classification of medieval handwritings in Latin script. In: 15th International Conference on Frontiers in Handwriting Recognition, pp. 590\u2013595 (2016)","DOI":"10.1109\/ICFHR.2016.0113"},{"key":"33_CR9","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1016\/j.patrec.2020.01.027","volume":"131","author":"MA Dhali","year":"2020","unstructured":"Dhali, M.A., Jansen, C.N., de Wit, J.W., Schomaker, L.: Feature-extraction methods for historical manuscript dating based on writing style development. Pattern Recogn. Lett. 131, 413\u2013420 (2020)","journal-title":"Pattern Recogn. Lett."},{"key":"33_CR10","doi-asserted-by":"publisher","unstructured":"Droby, A., Kurar Barakat, B., Vasyutinsky Shapira, D., Rabaev, I., El-Sana, J.: VML-HP: Hebrew paleography dataset. In: Llad\u00f3s, J., Lopresti, D., Uchida, S. (eds.) Document Analysis and Recognition \u2013 ICDAR 2021. LNCS, vol. 12824, pp. 205\u2013220. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-86337-1_14","DOI":"10.1007\/978-3-030-86337-1_14"},{"key":"33_CR11","doi-asserted-by":"crossref","unstructured":"Fiel, S., Sablatnig, R.: Writer identification and writer retrieval using the fisher vector on visual vocabularies. In: 12th International Conference on Document Analysis and Recognition, pp. 545\u2013549 (2013)","DOI":"10.1109\/ICDAR.2013.114"},{"key":"33_CR12","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"33_CR13","doi-asserted-by":"crossref","unstructured":"He, S., Samara, P., Burgers, J., Schomaker, L.: Discovering visual element evolutions for historical document dating. In: 15th International Conference on Frontiers in Handwriting Recognition, pp. 7\u201312 (2016)","DOI":"10.1109\/ICFHR.2016.0015"},{"key":"33_CR14","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1016\/j.cviu.2016.08.008","volume":"152","author":"S He","year":"2016","unstructured":"He, S., Samara, P., Burgers, J., Schomaker, L.: Historical manuscript dating based on temporal pattern codebook. Comput. Vis. Image Underst. 152, 167\u2013175 (2016)","journal-title":"Comput. Vis. Image Underst."},{"key":"33_CR15","doi-asserted-by":"crossref","unstructured":"He, S., Sammara, P., Burgers, J., Schomaker, L.: Towards style-based dating of historical documents. In: 14th International Conference on Frontiers in Handwriting Recognition, pp. 265\u2013270 (2014)","DOI":"10.1109\/ICFHR.2014.52"},{"key":"33_CR16","doi-asserted-by":"crossref","unstructured":"Hosoe, M., Yamada, T., Kato, K., Yamamoto, K.: Offline text-independent writer identification based on writer-independent model using conditional autoencoder. In: 16th International Conference on Frontiers in Handwriting Recognition, pp. 441\u2013446 (2018)","DOI":"10.1109\/ICFHR-2018.2018.00083"},{"key":"33_CR17","doi-asserted-by":"crossref","unstructured":"Huang, G., Liu, Z., Van Der Maaten, L., Weinberger, K.Q.: Densely connected convolutional networks. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 4700\u20134708 (2017)","DOI":"10.1109\/CVPR.2017.243"},{"key":"33_CR18","doi-asserted-by":"crossref","unstructured":"Keglevic, M., Fiel, S., Sablatnig, R.: Learning features for writer retrieval and identification using triplet CNNs. In: 16th International Conference on Frontiers in Handwriting Recognition, pp. 211\u2013216 (2018)","DOI":"10.1109\/ICFHR-2018.2018.00045"},{"key":"33_CR19","unstructured":"Richler, B.: Hebrew manuscripts in the Vatican library: catalogue, pp. 1\u2013790 (2008)"},{"key":"33_CR20","unstructured":"Richler, B., Beit-Ari\u00e9, M.: Hebrew manuscripts in the biblioteca palatina in parma: catalogue; palaeographical and codicological descriptions (2011)"},{"key":"33_CR21","unstructured":"Schor, U., Raziel-Kretzmer, V., Lavee, M., Kuflik, T.: Digital research library for multi-hierarchical interrelated texts: from \u2018Tikkoun Sofrim\u2019 text production to text modeling. In: Classics@18 (2021)"},{"key":"33_CR22","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 (2014)"},{"key":"33_CR23","volume-title":"Hebrew Manuscripts of the Middle Ages","author":"C Sirat","year":"2002","unstructured":"Sirat, C.: Hebrew Manuscripts of the Middle Ages. Cambridge University Press, Cambridge (2002)"},{"key":"33_CR24","doi-asserted-by":"publisher","unstructured":"St\u00f6kl Ben Ezra, D., Brown-DeVost, B., Jablonski, P.: Exploiting insertion symbols for\u00a0marginal additions in the recognition process to establish reading order. In: Barney Smith, E.H., Pal, U. (eds.) Document Analysis and Recognition \u2013 ICDAR 2021 Workshops. LNCS, vol. 12917, pp. 317\u2013324. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-86159-9_22","DOI":"10.1007\/978-3-030-86159-9_22"},{"key":"33_CR25","doi-asserted-by":"crossref","unstructured":"Studer, L., et al.: A comprehensive study of imagenet pre-training for historical document image analysis. In: International Conference on Document Analysis and Recognition, pp. 720\u2013725 (2019)","DOI":"10.1109\/ICDAR.2019.00120"},{"key":"33_CR26","doi-asserted-by":"crossref","unstructured":"Szegedy, C., et al.: Going deeper with convolutions. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 1\u20139 (2015)","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"33_CR27","doi-asserted-by":"publisher","unstructured":"Vidal-Gor\u00e8ne, C., Decours-Perez, A.: A computational approach of Armenian paleography. In: Barney Smith, E.H., Pal, U. (eds.) Document Analysis and Recognition \u2013 ICDAR 2021 Workshops. LNCS, vol. 12917, pp. 295\u2013305. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-86159-9_20","DOI":"10.1007\/978-3-030-86159-9_20"},{"key":"33_CR28","doi-asserted-by":"crossref","unstructured":"Wecker, A.J., et al.: Tikkoun sofrim: a webapp for personalization and adaptation of crowdsourcing transcriptions. In: Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization, pp. 109\u2013110 (2019)","DOI":"10.1145\/3314183.3324972"},{"key":"33_CR29","doi-asserted-by":"crossref","unstructured":"Wolf, L., Potikha, L., Dershowitz, N., Shweka, R., Choueka, Y.: Computerized paleography: tools for historical manuscripts. In: 18th IEEE International Conference on Image Processing, pp. 3545\u20133548 (2011)","DOI":"10.1109\/ICIP.2011.6116481"},{"key":"33_CR30","volume-title":"The Book of Hebrew Script: History, Palaeography, Script Styles, Calligraphy and Design","author":"A Yardeni","year":"1997","unstructured":"Yardeni, A., et al.: The Book of Hebrew Script: History, Palaeography, Script Styles, Calligraphy and Design. Carta Jerusalem, Jerusalem (1997)"}],"container-title":["Lecture Notes in Computer Science","Document Analysis Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-06555-2_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T16:07:48Z","timestamp":1710259668000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-06555-2_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031065545","9783031065552"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-06555-2_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"18 May 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DAS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Document Analysis Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"La Rochelle","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 May 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 May 2022","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":"das2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/das2022.univ-lr.fr\/","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":"94","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":"52","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":"16","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":"55% - 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":"2.85","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}