Optimized Dropkey-Based Grad-CAM: Toward Accurate Image Feature Localization
Optimized Dropkey-Based Grad-CAM: Toward Accurate Image Feature Localization
About this item
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Author / Creator
Liu, Yiwei , Tang, Luping , Liao, Chen , Zhang, Chun , Guo, Yingqing , Xia, Yixuan , Zhang, Yangyang and Yao, Sisi
Publisher
Basel: MDPI AG
Journal title
Language
English
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Publication information
Publisher
Basel: MDPI AG
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Scope and Contents
Contents
Regarding the interpretable techniques in the field of image recognition, Grad-CAM is widely used for feature localization in images to reflect the logical decision-making information behind the neural network due to its high applicability. However, extensive experimentation on a customized dataset revealed that the deep convolutional neural networ...
Alternative Titles
Full title
Optimized Dropkey-Based Grad-CAM: Toward Accurate Image Feature Localization
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Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_e45b0d13c87f44578f959882ee5f8d9a
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e45b0d13c87f44578f959882ee5f8d9a
Other Identifiers
ISSN
1424-8220
E-ISSN
1424-8220
DOI
10.3390/s23208351
