Object's details: Improved YOLOv5m model based on Swin Transformer, K-means++, and Efficient Intersection over Union (EIoU) loss function for cocoa tree (Theobroma cacao) disease detection

Provider:Czasopisma PAN

Description

Title:
Improved YOLOv5m model based on Swin Transformer, K-means++, and Efficient Intersection over Union (EIoU) loss function for cocoa tree (Theobroma cacao) disease detection
Creator:
Nyarko, Benedicta Nana Esi;
Wu, Wu Bin;
Zhou, Zhou Jinzhi;
Mohd, Mwanaharusi Mohd Juma
Contributor:
Nyarko, Benedicta Nana Esi : School of Information Engineering, Southwest University of Science and Technology, Qinglong Road, Fucheng District, Mianyang C, Mianyang, China;
Wu, Wu Bin : School of Information Engineering, Southwest University of Science and Technology, Qinglong Road, Fucheng District, Mianyang C, Mianyang, China;
Zhou, Zhou Jinzhi : School of Information Engineering, Southwest University of Science and Technology, Qinglong Road, Fucheng District, Mianyang C, Mianyang, China;
Mohd, Mwanaharusi Mohd Juma : School of Information Engineering, Southwest University of Science and Technology, Qinglong Road, Fucheng District, Mianyang C, Mianyang, China
Description:
4 issues per year. The online version of Journal of Plant Protection Research (JPPR) is the original one. Rejection rate – over 70%. Journal of Plant Protection Research is an international peer-reviewed journal that publishes original papers, rapid communications, reviews, covering all areas of plant protection. Subjects include phytopathological virology, bacteriology, mycology and applied nematology and entomology as well as topics on protecting crop plants and stocks of crop products against diseases, viruses, weeds etc. The Journal is published by Institute of Plant Protection – National Research Institute and Committee on Agronomic Sciences of the Polish Academy of Sciences. By 1997 under the title Prace Naukowe Instytutu Ochrony Roślin and Annals of Agricultural Sciences - Series E - Plant Protection). Journal scope JPPR publishes original research papers, rapid communications, critical reviews, and book reviews covering all areas of modern plant protection. Subjects include phytopathological virology, bacteriology, mycology and applied nematology and entomology as well as topics on protecting crop plants and stocks of crop products against diseases, viruses, weeds etc. We publish papers which use an interdisciplinary approach showing how different control strategies can be integrated into pest management programmes, which cover high and low input agricultural systems worldwide, within the framework of ecologically sound and economically responsible land cultivation. Relevant topics include: advanced methods of diagnostic, and computer-assisted diagnostic plant research and new findings, biological methods of plant protection, selective chemical methods of plant protection, the effects of plant-protecting agents and their toxicology, methods to induce and utilize crop resistance, application techniques, and economic aspects of plant protection. Journal of Plant Protection Research is also available on: http://www.plantprotection.pl/ The Journal does not have article processing charges (APCs) nor article submission charges. Journal Metrics: IMPACT FACTOR 2022: 1.1 CiteScore metrics from Scopus 2022: 2.3 SCImago Journal Rank (SJR) 2022: 0.289 Source Normalized Impact per Paper (SNIP) 2022: 0.570;
Editor-in-Chief Prof. Natasza Borodynko-Filas (Virology and Bacteriology) 0000-0002-4217-6421 Plant Disease Clinic and Bank of Pathogens Institute of Plant Protection - National Research Institute Władysława Węgorka 20, 60-318 Poznań, Poland e-mail: n.borodynko@iorpib.poznan.pl Deputy Editor-in-Chief Assoc. prof. Piotr Kaczyński (Pesticide Residue) 0000-0002-3511-752X Institute of Plant Protection - National Research Institute, Poznań, Poland Scientific Board Prof. Grzegorz Bartoszewski (Molecular Biology) 0000-0002-6197-770X Warsaw University of Life Sciences, Warsaw, Poland Dr. Ulrike Damm (Mycology) Senckenberg Museum of Natural History, Görlitz, Germany Prof. Santiago F. Elena (Plant Virology) 0000-0001-8249-5593 Instituto de Biología Integrativa de Sistemas, valencia, Spain Prof. Bernd Freier Institut für Integrierten Pflanzenschutz, Kleinmachnow, Germany Prof. Beata Hasiów-Jaroszewska (Virology and Bacteriology) 0000-0002-8267-023X Institute of Plant Protection - National Research Institute, Poznań, Poland Prof. Asghar Heydari (Plant Pathology) Iranian Research Institute of Plant Protection, Teheran, Iran Dr. Andrew Hewitt (Agricultural Engineering) 0000-0001-9210-7013 The University of Queensland, Brisbane, Australia Prof. Karl Hurle (Weed Science) University of Hohenheim, Stuttgart, Germany Dr. Thomas Jung (Plant Pathology) 0000-0003-2034-0718 Mendel University in Brno, Brno, Czech Republic Prof. Mohamed F.R. Khan (Plant Pathology) North Dakota State University and University of Minnesota, USA Dr. Opender Koul (Biological Control, Entomology) Insect Biopesticide Research Centre, Jalandhar, India Assoc. prof. László Kredics (Biological Control) 0000-0003-2034-0718 University of Szeged, Szeged, Hungary Prof. Per Kudsk (Weed Science) 0000-0003-2431-3610 Aarhus University, Flakkebjerg, Slagelse, Denmark Prof. Thomas Kühne Julius Kühn-Institut, Federal Research Centre for Cultivated Plants, Quedlinburg, Germany Prof. Maria López (Bacteriology) The Valencian Institute of Agrarian Research (IVIA), Moncada, Spain Prof. Enrique Monte Vázguez Universidad de Salamanca, Salamanca, Spain Assoc. prof. Aleksandra Obrępalska-Stęplowska (Molecular Biology) 0000-0002-0314-8110 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Karel Petrzik (Plant Virology) 0000-0001-9668-1223 Institute of Plant Molecular Biology, Ceske Budejovice, Czech Republic Assoc. prof. Jacek Piszczek (Plant Pathology) 0000-0003-1654-1955 Institute of Plant Protection - National Research Institute, Poznań, Poland Prof. Henryk Pospieszny 0000-0001-6769-8931 Institute of Plant Protection - National Research Institute, Poznań, Poland Prof. Baruch Rubin (Weed Science) 0000-0001-5748-3099 Hebrew University of Jerusalem, Jerusalem, Israel Assoc. prof. Zuzanna Sawinska (Agronomy) 0000-0002-7030-3221 University of Life Sciences, Poznań, Poland Dr. Marcela Ines Schneider (Biological Control) 0000-0001-5666-7742 Centro de Estudios Parasitologicos y de Vectores (CEPAVE), La Plata, Argentina Prof. Piotr Sobiczewski (Plant Pathology) 0000-0001-9925-3611 Research Institute of Horticulture, Skierniewice, Poland Prof. Piotr Szulc (Agronomy) 0000-0002-9670-3231 University of Life Sciences, Poznań, Poland Dr. James E. Throne (Entomology) United States Department of Agriculture, Agricultural Research Service, Parlier, USA Prof. Marek Tomalak (Biological Control) 0000-0002-4132-4445 Institute of Plant Protection - National Research Institute, Poznań, Poland Prof. Zenon Woźnica (Weed Science) University of Life Sciences, Poznań, Poland Associate Editors Dr. Iwona Adamska (Plant Pathology) 0000-0002-9185-3249 West Pomeranian University of Technology, Szczecin, Poland Assoc. prof. Arkadiusz Artyszak (Agronomy) 0000-0002-0272-1536 Warsaw University of Life Sciences, Warsaw, Poland Dr. Zbigniew Czaczyk (Agricultural Engineering) Poznan Univeristy of Life Sciences, Poznań, Poland Dr. Kallol Das (Plant Pathology) 0000-0003-0906-3983 College of Agriculture and Life Sciences, Kyungpook National University, Daegu, South Korea Assoc. prof. Renata Dobosz (Zoology) 0000-0002-4660-7743 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Anna Filipiak (Biological Control) 0000-0001-7307-5116 Institute of Plant Protection - National Research Institute, Poznań, Poland Assoc. prof. Lidia Irzykowska (Plant Pathology, Mycology) 0000-0001-5731-1668 Poznan Univeristy of Life Sciences, Poznań, Poland Dr. Magdalena Jakubowska (Entomology) 0000-0001-9108-8965 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Magdalena Karbowska-Dzięgielewska (Entomology) 0000-0003-2866-2375 West Pomeranian University of Technology, Szczecin, Poland Dr. Przemysław Kardasz (Weed Science) 0000-0001-6259-2409 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Chetan Keswani (Biological Control) 0000-0002-2786-121X Banaras Hindu University, Varanasi, India Dr. Tomasz Klejdysz (Entomology) 0000-0002-9660-9771 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Franciszek Kornobis (Zoology) Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Krzysztof Krawczyk (Virology and Bacteriology) 0000-0002-6279-4921 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Wojciech Kubasik (Entomology) 0000-0001-9680-8220 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Rafał Kukawka (Chemistry) 0000-0002-1073-496X Poznan Science and Technology Park, Poznań, Poland Dr. Karlos Lisboa (Biotechnology) Institute of Chemistry and Biotechnology, Federal University of Alagoas, Alagoas, Brazil Dr. Vahid Mahdavi (Entomology) Ardabil Agricultural and Natural Resources Research and Education Center, AREEO, Ardabil, Iran Assoc. prof. Kinga Matysiak (Weed Science) 0000-0001-8082-9342 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Julia Minicka (Virology and Bacteriology) 0000-0002-7773-9079 Institute of Plant Protection - National Research Institute, Poznań, Poland Assoc. prof. Ewa Moliszewska (Mycology) 0000-0003-4919-5139 Universitas Opoliensis, Poland Prof. Joanna Puławska (Bacteriology) 0000-0001-5327-1056 The National Institute of Horticultural Research, Poland Dr. Tomasz Sekutowski (Weed Science) 0000-0002-5176-337X Institute of Soil Science and Plant Cultivation - State Research Institute, Puławy, Poland Assoc. prof. Łukasz Sobiech (Weed Science) 0000-0002-2584-9911 University of Life Sciences, Poznań, Poland Dr. Sebastian Stenglein (Mycology) National University of the Centre of the Buenos Aires Province, Argentina Dr. Andrea V. Toledo (Biological Control, Entomology) 0000-0001-6930-0077 Centro de Investigaciones de Fitopatología, Facultad de Ciencias Agrarias y Forestales, Universidad Nacional de La Plata, Buenos Aires, Argentina Assoc. prof. Anna Tratwal (Integrated Crop Management) 0000-0001-9611-8799 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Yongzhi Wang (Virology and Bacteriology) 0000-0002-6586-6652 Jilin Academy of Agricultral Sciences, Changchun, Jilin Province, China Dr. Przemysław Wieczorek (Biotechnology) 0000-0002-3306-9763 Institute of Plant Protection - National Research Institute, Poznań, Poland Dr. Huan Zhang (Plant Pathology) 0000-0002-2953-6162 Texas A&M University, Texas, USA Managing Editors Małgorzata Maćkowiak e-mail: m.mackowiak@iorpib.poznan.pl Monika Kardasz e-mail: m.kardasz@iorpib.poznan.pl Proofreader in English Delia Gosik Halina Staniszewska-Gorączniak Statistical Editor Dr. Jan Bocianowski, MS Agata Pruciak Technical Editor Tomasz Adamski
Object availability:
free access
Rights:
Journal of Plant Protection Research jest czasopismem wydawanym w wolnym dostępie na licencji CC BY-NC-ND 4.0. <a href=" https://creativecommons.org/licenses/by-nc-nd/4.0/"> https://creativecommons.org/licenses/by-nc-nd/4.0/</a>Journal of Plant Protection Research is an open access journal with all content available with no charge in full text version. The journal content is available under the license CC BY-NC-ND 4.0 <a href=" https://creativecommons.org/licenses/by-nc-nd/4.0/"> https://creativecommons.org/licenses/by-nc-nd/4.0/</a>.
Date:
2024.09.19
Type:
Article
Coverage:
265-274
Publisher:
Committee of Plant Protection PAS;
Institute of Plant Protection – National Research Institute
Subject:
cocoa tree disease;
EIoU;
K-means++;
plant disease detection;
Swin Transformer
Identifier:
ISSN 1427-4345;
eISSN 1899-007X
Data provider:
Czasopisma PAN

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