Advancements in deep learning methods for precise weed and rice classification from UAV imagery: a comprehensive review.
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| Title: | Advancements in deep learning methods for precise weed and rice classification from UAV imagery: a comprehensive review. |
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| Authors: | Ahmad, Muhammad Nasar1,2 (AUTHOR) mnasarahmad@ahau.edu.cn, Yuan, Xiaohui1,3 (AUTHOR) xiaohui.yuan@unt.edu, Gu, Lichuan1 (AUTHOR) glc@ahau.edu.cn, Yang, Shuai1 (AUTHOR) yangs@ahau.edu.cn, Aslam, Rana Waqar2 (AUTHOR) ranawaqaraslam@whu.edu.cn, Javed, Akib2 (AUTHOR) akibjaved@whu.edu.cn, Bathrellos, George D.4 (AUTHOR) gbathrellos@upatras.gr |
| Source: | Discover Agriculture. 1/12/2026, Vol. 4 Issue 1, p1-21. 21p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 190856806 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Advancements in deep learning methods for precise weed and rice classification from UAV imagery: a comprehensive review. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Ahmad%2C+Muhammad+Nasar%22">Ahmad, Muhammad Nasar</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> mnasarahmad@ahau.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Yuan%2C+Xiaohui%22">Yuan, Xiaohui</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<i> xiaohui.yuan@unt.edu</i><br /><searchLink fieldCode="AR" term="%22Gu%2C+Lichuan%22">Gu, Lichuan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> glc@ahau.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Yang%2C+Shuai%22">Yang, Shuai</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yangs@ahau.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Aslam%2C+Rana+Waqar%22">Aslam, Rana Waqar</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> ranawaqaraslam@whu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Javed%2C+Akib%22">Javed, Akib</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> akibjaved@whu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Bathrellos%2C+George+D%2E%22">Bathrellos, George D.</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> gbathrellos@upatras.gr</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Discover+Agriculture%22">Discover Agriculture</searchLink>. 1/12/2026, Vol. 4 Issue 1, p1-21. 21p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=190856806 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s44279-025-00469-0 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 21 StartPage: 1 Titles: – TitleFull: Advancements in deep learning methods for precise weed and rice classification from UAV imagery: a comprehensive review. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ahmad, Muhammad Nasar – PersonEntity: Name: NameFull: Yuan, Xiaohui – PersonEntity: Name: NameFull: Gu, Lichuan – PersonEntity: Name: NameFull: Yang, Shuai – PersonEntity: Name: NameFull: Aslam, Rana Waqar – PersonEntity: Name: NameFull: Javed, Akib – PersonEntity: Name: NameFull: Bathrellos, George D. IsPartOfRelationships: – BibEntity: Dates: – D: 12 M: 01 Text: 1/12/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 27319598 Numbering: – Type: volume Value: 4 – Type: issue Value: 1 Titles: – TitleFull: Discover Agriculture Type: main |
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