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Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC.

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Title: Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC.
Authors: Akram, Tallha1, Siddiqi, Faheem Ul Rehman2, Gull, Muqaddas3, Al‐Rasheed, Amal4, Imtiaz, Muhammad Atif5, Alenezi, Ali Hamdan6, Siddique, Hira5, Ashraf, Imran7, I.Ashraf-1@TUDelft.nl
Source: Frontiers in Remote Sensing; 2026, p1-26, 26p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 195251636
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC.
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=195251636
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.3389/frsen.2026.1834812
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 26
        StartPage: 1
    Titles:
      – TitleFull: Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC.
        Type: main
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            NameFull: Akram, Tallha
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            NameFull: Siddiqi, Faheem Ul Rehman
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            NameFull: Gull, Muqaddas
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            NameFull: Al‐Rasheed, Amal
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            NameFull: Imtiaz, Muhammad Atif
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            NameFull: Alenezi, Ali Hamdan
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            NameFull: Siddique, Hira
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            NameFull: Ashraf, Imran
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          Dates:
            – D: 09
              M: 07
              Text: 2026
              Type: published
              Y: 2026
          Identifiers:
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            – TitleFull: Frontiers in Remote Sensing
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