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Pixel relationship-constrained weakly supervised semantic segmentation for remote sensing images: enhancing CAM integrity and pseudo-label quality.

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Title: Pixel relationship-constrained weakly supervised semantic segmentation for remote sensing images: enhancing CAM integrity and pseudo-label quality.
Authors: Fan, Jiaming1 (AUTHOR), Chen, Dali1 (AUTHOR) chendali@ise.neu.edu.cn, Liu, Yang2 (AUTHOR), Liu, Shixin1 (AUTHOR)
Source: International Journal of Remote Sensing. Jul2026, p1-52. 52p. 15 Illustrations, 19 Charts.
Database: Academic Search Ultimate
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Header DbId: asn
DbLabel: Academic Search Ultimate
An: 195116026
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Pixel relationship-constrained weakly supervised semantic segmentation for remote sensing images: enhancing CAM integrity and pseudo-label quality.
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  Data: <searchLink fieldCode="AR" term="%22Fan%2C+Jiaming%22">Fan, Jiaming</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chen%2C+Dali%22">Chen, Dali</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> chendali@ise.neu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Liu%2C+Yang%22">Liu, Yang</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liu%2C+Shixin%22">Liu, Shixin</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Remote+Sensing%22">International Journal of Remote Sensing</searchLink>. Jul2026, p1-52. 52p. 15 Illustrations, 19 Charts.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=195116026
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1080/01431161.2026.2691981
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 52
        StartPage: 1
    Titles:
      – TitleFull: Pixel relationship-constrained weakly supervised semantic segmentation for remote sensing images: enhancing CAM integrity and pseudo-label quality.
        Type: main
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            NameFull: Fan, Jiaming
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            NameFull: Chen, Dali
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            NameFull: Liu, Yang
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            NameFull: Liu, Shixin
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          Dates:
            – D: 05
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 01431161
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            – TitleFull: International Journal of Remote Sensing
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