{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:37:01Z","timestamp":1742913421142,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031377303"},{"type":"electronic","value":"9783031377310"}],"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\/978-3-031-37731-0_33","type":"book-chapter","created":{"date-parts":[[2023,8,9]],"date-time":"2023-08-09T14:02:30Z","timestamp":1691589750000},"page":"445-459","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Separating Particles from\u00a0Plankton Images"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9722-5764","authenticated-orcid":false,"given":"Nina S. T.","family":"Hirata","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6864-8696","authenticated-orcid":false,"given":"Alexandre","family":"Morimitsu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3253-650X","authenticated-orcid":false,"given":"Antonio","family":"Goulart","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,8,10]]},"reference":[{"issue":"8","key":"33_CR1","doi-asserted-by":"publisher","first-page":"1798","DOI":"10.1109\/TPAMI.2013.50","volume":"35","author":"Y Bengio","year":"2013","unstructured":"Bengio, Y., Courville, A., Vincent, P.: Representation learning: a review and new perspectives. IEEE Trans. Pattern Anal. Mach. Intell. 35(8), 1798\u20131828 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"33_CR2","doi-asserted-by":"publisher","unstructured":"Elineau, A., et al.: ZooScanNet: plankton images captured with the ZooScan. SEANOE (2018). https:\/\/doi.org\/10.17882\/55741","DOI":"10.17882\/55741"},{"issue":"3","key":"33_CR3","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1093\/plankt\/fbp124","volume":"32","author":"G Gorsky","year":"2010","unstructured":"Gorsky, G., et al.: Digital zooplankton image analysis using the ZooScan integrated system. J. Plankton Res. 32(3), 285\u2013303 (2010)","journal-title":"J. Plankton Res."},{"key":"33_CR4","unstructured":"Howard, A.G., et al.: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications. arXiv abs\/1704.04861 (2017)"},{"key":"33_CR5","doi-asserted-by":"crossref","unstructured":"Lombard, F., et al.: Globally consistent quantitative observations of planktonic ecosystems. Front. Mar. Sci. 6, 196 (2019)","DOI":"10.3389\/fmars.2019.00196"},{"key":"33_CR6","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.ecoinf.2019.02.007","volume":"51","author":"A Lumini","year":"2019","unstructured":"Lumini, A., Nanni, L.: Deep learning and transfer learning features for plankton classification. Eco. Inform. 51, 33\u201343 (2019)","journal-title":"Eco. Inform."},{"issue":"12","key":"33_CR7","doi-asserted-by":"publisher","first-page":"814","DOI":"10.1002\/lom3.10285","volume":"16","author":"JY Luo","year":"2018","unstructured":"Luo, J.Y., et al.: Automated plankton image analysis using convolutional neural networks. Limnol. Oceanogr. Methods 16(12), 814\u2013827 (2018)","journal-title":"Limnol. Oceanogr. Methods"},{"issue":"86","key":"33_CR8","first-page":"2579","volume":"9","author":"L van der Maaten","year":"2008","unstructured":"van der Maaten, L., Hinton, G.: Visualizing data using t-SNE. J. Mach. Learn. Res. 9(86), 2579\u20132605 (2008)","journal-title":"J. Mach. Learn. Res."},{"key":"33_CR9","doi-asserted-by":"crossref","unstructured":"Orenstein, E.C., Beijbom, O.: Transfer learning and deep feature extraction for planktonic image data sets. In: 2017 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 1082\u20131088 (2017)","DOI":"10.1109\/WACV.2017.125"},{"key":"33_CR10","doi-asserted-by":"publisher","first-page":"12142","DOI":"10.1038\/s41598-020-68662-3","volume":"10","author":"VP Pastore","year":"2020","unstructured":"Pastore, V.P., Zimmerman, T.G., Biswas, S.K., Bianco, S.: Annotation-free learning of plankton for classification and anomaly detection. Sci. Rep. 10, 12142 (2020)","journal-title":"Sci. Rep."},{"key":"33_CR11","doi-asserted-by":"crossref","unstructured":"Rodrigues, F.C.M., Hirata, N.S.T., Abello, A.A., Cruz, L.T.D.L., Lopes, R.M., Hirata Jr., R.: Evaluation of transfer learning scenarios in plankton image classification. In: Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), vol. 5, pp. 359\u2013366. INSTICC, SciTePress (2018)","DOI":"10.5220\/0006626703590366"},{"key":"33_CR12","doi-asserted-by":"crossref","unstructured":"Szegedy, C., Ioffe, S., Vanhoucke, V., Alemi, A.: Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning, arXiv: abs\/1602.07261 (2016)","DOI":"10.1609\/aaai.v31i1.11231"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-37731-0_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,9]],"date-time":"2023-08-09T14:06:25Z","timestamp":1691589985000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-37731-0_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031377303","9783031377310"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-37731-0_33","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":"10 August 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Montr\u00e9al, QC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","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":"21 August 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 August 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpr2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iapr.org\/icpr2022","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}