{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T18:58:11Z","timestamp":1776279491913,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":26,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,5,24]],"date-time":"2024-05-24T00:00:00Z","timestamp":1716508800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Coordination for the Improvement of Higher Education Personnel (CAPES)","award":["8887. 631085\/ 2021-00"],"award-info":[{"award-number":["8887. 631085\/ 2021-00"]}]},{"name":"S\u00e3o Paulo Research Foundation (FAPESP)","award":["2023\/10442-2, 2024\/00530-4, 2022\/03668-1, 2023\/04583-2, 2018\/22214-6"],"award-info":[{"award-number":["2023\/10442-2, 2024\/00530-4, 2022\/03668-1, 2023\/04583-2, 2018\/22214-6"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,5,24]]},"DOI":"10.1145\/3674029.3674063","type":"proceedings-article","created":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T12:25:22Z","timestamp":1726057522000},"page":"209-213","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Deep Texture Feature Aggregation on Leaf Microscopy Images for Brazilian Plant Species Recognition"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3986-7747","authenticated-orcid":false,"given":"Leonardo","family":"Scabini","sequence":"first","affiliation":[{"name":"S\u00e3o Carlos Institute of Physics, University of S\u00e3o Paulo, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9395-6287","authenticated-orcid":false,"given":"Kallil","family":"Zielinski","sequence":"additional","affiliation":[{"name":"S\u00e3o Carlos Institute of Physics, University of S\u00e3o Paulo, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8296-8872","authenticated-orcid":false,"given":"Ricardo","family":"Fares","sequence":"additional","affiliation":[{"name":"Institute of Biosciences, Humanities and Exact Sciences, S\u00e3o Paulo State University, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9437-4553","authenticated-orcid":false,"given":"Emir","family":"Konuk","sequence":"additional","affiliation":[{"name":"Division of Computational Science and Technology, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Sweden and Science for Life Laboratory, Sweden"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6079-0452","authenticated-orcid":false,"given":"Gisele","family":"Miranda","sequence":"additional","affiliation":[{"name":"Division of Computational Science and Technology, School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Sweden and Science for Life Laboratory, Sweden"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3841-5597","authenticated-orcid":false,"given":"Rosana","family":"Kolb","sequence":"additional","affiliation":[{"name":"Faculty of Sciences and Letters, S\u00e3o Paulo State University, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2490-180X","authenticated-orcid":false,"given":"Lucas","family":"Ribas","sequence":"additional","affiliation":[{"name":"Institute of Biosciences, Humanities and Exact Sciences, S\u00e3o Paulo State University, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2945-1556","authenticated-orcid":false,"given":"Odemir","family":"Bruno","sequence":"additional","affiliation":[{"name":"S\u00e3o Carlos Institute of Physics, University of S\u00e3o Paulo, Brazil"}]}],"member":"320","published-online":{"date-parts":[[2024,9,11]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","first-page":"e0130014","DOI":"10.1371\/journal.pone.0130014","article-title":"Plant identification based on leaf midrib cross-section images using fractal descriptors","volume":"10","author":"da Silva N\u00fabia\u00a0Rosa","year":"2015","unstructured":"N\u00fabia\u00a0Rosa da Silva, Jo\u00e3o\u00a0Batista Florindo, Mar\u00eda\u00a0Cecilia G\u00f3mez, Davi\u00a0Rodrigo Rossatto, Rosana\u00a0Marta Kolb, and Odemir\u00a0Martinez Bruno. 2015. Plant identification based on leaf midrib cross-section images using fractal descriptors. PloS One 10, 6 (2015), e0130014.","journal-title":"PloS One"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"e_1_3_2_1_3_1","unstructured":"Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly 2020. An image is worth 16x16 words. https:\/\/arxiv.org\/abs\/2010.11929"},{"key":"e_1_3_2_1_4_1","volume-title":"Automated species identification: why not?Philosophical Transactions of the Royal Society of London B 359, 1444","author":"Gaston J","year":"2004","unstructured":"Kevin\u00a0J Gaston and Mark\u00a0A O\u2019Neill. 2004. Automated species identification: why not?Philosophical Transactions of the Royal Society of London B 359, 1444 (2004), 655\u2013667."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2022.103151."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2044957"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.2307\/2399163"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-018-1125-z"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01167"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-69905-7_27"},{"key":"e_1_3_2_1_13_1","volume-title":"Color-texture classification based on spatio-spectral complex network representations. Physica A: Statistical Mechanics and its Applications 635","author":"Ribas C","year":"2024","unstructured":"Lucas\u00a0C Ribas, Leonardo\u00a0FS Scabini, Rayner\u00a0HM Condori, and Odemir\u00a0M Bruno. 2024. Color-texture classification based on spatio-spectral complex network representations. Physica A: Statistical Mechanics and its Applications 635 (2024), 129518."},{"key":"e_1_3_2_1_14_1","volume-title":"Pattern recognition and neural networks","author":"Ripley D","unstructured":"Brian\u00a0D Ripley. 2007. Pattern recognition and neural networks. Cambridge University Press, Cambridge."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.3390\/plants8110468"},{"key":"e_1_3_2_1_16_1","volume-title":"RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps. Pattern Recognition","author":"Scabini Leonardo","year":"2023","unstructured":"Leonardo Scabini, Kallil\u00a0M Zielinski, Lucas\u00a0C Ribas, Wesley\u00a0N Gonalves, Bernard De\u00a0Baets, and Odemir\u00a0M Bruno. 2023. RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps. Pattern Recognition (2023), 109802."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-29891-3_34"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.11.042."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-018-2474-x"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2013.02.007."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20053-3_30"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-016-9206-z"},{"key":"e_1_3_2_1_25_1","volume-title":"Proceedings [...]. INTERNATIONAL CONFERENCE ON MACHINE LEARNING","author":"Wortsman Mitchell","year":"2022","unstructured":"Mitchell Wortsman, Gabriel Ilharco, Samir\u00a0Ya Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari\u00a0S Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, 2022. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time. In Proceedings [...]. INTERNATIONAL CONFERENCE ON MACHINE LEARNING, 2022, Baltimore, PMLR, Baltimore, 23965\u201323998."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2012.6466800"}],"event":{"name":"ICMLT 2024: 2024 9th International Conference on Machine Learning Technologies","location":"Oslo Norway","acronym":"ICMLT 2024"},"container-title":["2024 9th International Conference on Machine Learning Technologies (ICMLT)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3674029.3674063","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3674029.3674063","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,29]],"date-time":"2025-08-29T17:04:08Z","timestamp":1756487048000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3674029.3674063"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,24]]},"references-count":26,"alternative-id":["10.1145\/3674029.3674063","10.1145\/3674029"],"URL":"https:\/\/doi.org\/10.1145\/3674029.3674063","relation":{},"subject":[],"published":{"date-parts":[[2024,5,24]]},"assertion":[{"value":"2024-09-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}