{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T20:45:26Z","timestamp":1743021926471,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031366154"},{"type":"electronic","value":"9783031366161"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-36616-1_12","type":"book-chapter","created":{"date-parts":[[2023,6,24]],"date-time":"2023-06-24T18:03:41Z","timestamp":1687629821000},"page":"146-157","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Lifelong Learning for Document Image Binarization: An Experimental Study"],"prefix":"10.1007","author":[{"given":"Pedro","family":"Gonz\u00e1lez-Barrachina","sequence":"first","affiliation":[]},{"given":"Mar\u00eda","family":"Alfaro-Contreras","sequence":"additional","affiliation":[]},{"given":"Mario","family":"Nieto-Hidalgo","sequence":"additional","affiliation":[]},{"given":"Jorge","family":"Calvo-Zaragoza","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,6,25]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Ayatollahi, S.M., Nafchi, H.Z.: Persian heritage image binarization competition (PHIBC 2012). In: Iranian Conference on Pattern Recognition and Image Analysis, pp. 1\u20134. IEEE (2013)","key":"12_CR1","DOI":"10.1109\/PRIA.2013.6528442"},{"key":"12_CR2","first-page":"12449","volume":"33","author":"A Baevski","year":"2020","unstructured":"Baevski, A., Zhou, Y., Mohamed, A., Auli, M.: wav2vec 2.0: a framework for self-supervised learning of speech representations. Adv. Neural. Inf. Process. Syst. 33, 12449\u201312460 (2020)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"12_CR3","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.patcog.2018.08.011","volume":"86","author":"J Calvo-Zaragoza","year":"2019","unstructured":"Calvo-Zaragoza, J., Gallego, A.J.: A selectional auto-encoder approach for document image binarization. Pattern Recognit. 86, 37\u201347 (2019)","journal-title":"Pattern Recognit."},{"doi-asserted-by":"crossref","unstructured":"Caron, M., et al.: Emerging properties in self-supervised vision transformers. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 9650\u20139660 (2021)","key":"12_CR4","DOI":"10.1109\/ICCV48922.2021.00951"},{"doi-asserted-by":"crossref","unstructured":"Christlein, V., Nicolaou, A., Seuret, M., Stutzmann, D., Maier, A.: ICDAR 2019 competition on image retrieval for historical handwritten documents. In: International Conference on Document Analysis and Recognition (ICDAR), pp. 1505\u20131509. IEEE (2019)","key":"12_CR5","DOI":"10.1109\/ICDAR.2019.00242"},{"issue":"7","key":"12_CR6","first-page":"3366","volume":"44","author":"M De Lange","year":"2021","unstructured":"De Lange, M., et al.: A continual learning survey: defying forgetting in classification tasks. IEEE Trans. Pattern Anal. Mach. Intell. 44(7), 3366\u20133385 (2021)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"doi-asserted-by":"crossref","unstructured":"Garrido-Munoz, C., S\u00e1nchez-Hern\u00e1ndez, A., Castellanos, F.J., Calvo-Zaragoza, J.: Continual learning for document image binarization. In: International Conference on Pattern Recognition, pp. 1443\u20131449. IEEE (2022)","key":"12_CR7","DOI":"10.1109\/ICPR56361.2022.9956669"},{"doi-asserted-by":"crossref","unstructured":"Gatos, B., Ntirogiannis, K., Pratikakis, I.: ICDAR 2009 document image binarization contest (DIBCO 2009). In: International Conference on Document Analysis and Recognition, pp. 1375\u20131382. IEEE (2009)","key":"12_CR8","DOI":"10.1109\/ICDAR.2009.246"},{"unstructured":"Goodfellow, I.J., Mirza, M., Xiao, D., Courville, A., Bengio, Y.: An empirical investigation of catastrophic forgetting in gradient-based neural networks. arXiv preprint arXiv:1312.6211 (2013)","key":"12_CR9"},{"unstructured":"Gulrajani, I., Lopez-Paz, D.: In search of lost domain generalization. In: International Conference on Learning Representations (2021)","key":"12_CR10"},{"unstructured":"Hinton, G.E., Zemel, R.: Autoencoders, minimum description length and Helmholtz free energy. Adv. Neural Inf. Process. Syst. 6 (1993)","key":"12_CR11"},{"key":"12_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107577","volume":"109","author":"S Kang","year":"2021","unstructured":"Kang, S., Iwana, B.K., Uchida, S.: Complex image processing with less data\u2014document image binarization by integrating multiple pre-trained U-Net modules. Pattern Recogn. 109, 107577 (2021)","journal-title":"Pattern Recogn."},{"unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)","key":"12_CR13"},{"unstructured":"Ling, S., Liu, Y.: Decoar 2.0: deep contextualized acoustic representations with vector quantization. arXiv preprint arXiv:2012.06659 (2020)","key":"12_CR14"},{"doi-asserted-by":"crossref","unstructured":"McCloskey, M., Cohen, N.J.: Catastrophic interference in connectionist networks: the sequential learning problem. In: Psychology of Learning and Motivation, vol. 24, pp. 109\u2013165. Elsevier (1989)","key":"12_CR15","DOI":"10.1016\/S0079-7421(08)60536-8"},{"unstructured":"Tr\u00e4uble, F., et al.: Discrete key-value bottleneck. arXiv preprint arXiv:2207.11240 (2022)","key":"12_CR16"},{"unstructured":"Van Den Oord, A., Vinyals, O., et al.: Neural discrete representation learning. Adv. Neural Inf. Process. Syst. 30 (2017)","key":"12_CR17"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-36616-1_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,24]],"date-time":"2023-06-24T18:06:30Z","timestamp":1687629990000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-36616-1_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031366154","9783031366161"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-36616-1_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"25 June 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IbPRIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Iberian Conference on Pattern Recognition and Image Analysis","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Alicante","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ibpria2022b","order":10,"name":"conference_id","label":"Conference ID","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":"Easy Chair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"86","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":"56","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":"65% - 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":"2.9","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":"2.2","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)"}}]}}