Beyond the Visual Spectrum: From RGB-Based Learning to Hyperspectral Intelligence for Plant Disease Detection—Challenges and Opportunities.
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| Title: | Beyond the Visual Spectrum: From RGB-Based Learning to Hyperspectral Intelligence for Plant Disease Detection—Challenges and Opportunities. |
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| Authors: | Tunio, Muhammad Hanif1 (AUTHOR), Li, Shaowen2 (AUTHOR) shwli@ahau.edu.cn, Ahmed, Awais3 (AUTHOR), Lei, Liu1,4 (AUTHOR), Liang, Changyong1,4 (AUTHOR) |
| Source: | Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3834. 33p. |
| 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: 194914233 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Beyond the Visual Spectrum: From RGB-Based Learning to Hyperspectral Intelligence for Plant Disease Detection—Challenges and Opportunities. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Tunio%2C+Muhammad+Hanif%22">Tunio, Muhammad Hanif</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Shaowen%22">Li, Shaowen</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> shwli@ahau.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Ahmed%2C+Awais%22">Ahmed, Awais</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lei%2C+Liu%22">Lei, Liu</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liang%2C+Changyong%22">Liang, Changyong</searchLink><relatesTo>1,4</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Sensors+%2814248220%29%22">Sensors (14248220)</searchLink>. Jun2026, Vol. 26 Issue 12, p3834. 33p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194914233 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/s26123834 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 33 StartPage: 3834 Titles: – TitleFull: Beyond the Visual Spectrum: From RGB-Based Learning to Hyperspectral Intelligence for Plant Disease Detection—Challenges and Opportunities. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Tunio, Muhammad Hanif – PersonEntity: Name: NameFull: Li, Shaowen – PersonEntity: Name: NameFull: Ahmed, Awais – PersonEntity: Name: NameFull: Lei, Liu – PersonEntity: Name: NameFull: Liang, Changyong IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 14248220 Numbering: – Type: volume Value: 26 – Type: issue Value: 12 Titles: – TitleFull: Sensors (14248220) Type: main |
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