Focus to generalize (F2G): physics-guided attention for sample efficient and generalizable deep learning defect detection.
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| Title: | Focus to generalize (F2G): physics-guided attention for sample efficient and generalizable deep learning defect detection. |
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| Authors: | Hassan, Mohamed Abubakr1,2,3, mahassan@mie.utoronto.ca, Hassan, Mahmoud2,3, mahmoud.hassan@cnrc-nrc.gc.ca, Sadek, Ahmad3, ahmad.sadek@cnrc-nrc.gc.ca, Lee, Chi-Guhn1,2, cglee@mie.utoronto.ca |
| Source: | Journal of Intelligent Manufacturing; May2026, Vol. 37 Issue 5, p1789-1812, 24p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 193087647 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Focus to generalize (F2G): physics-guided attention for sample efficient and generalizable deep learning defect detection. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Hassan%2C+Mohamed+Abubakr%22">Hassan, Mohamed Abubakr</searchLink><relatesTo>1,2,3</relatesTo>, <i>mahassan@mie.utoronto.ca</i><br /><searchLink fieldCode="AU" term="%22Hassan%2C+Mahmoud%22">Hassan, Mahmoud</searchLink><relatesTo>2,3</relatesTo>, <i>mahmoud.hassan@cnrc-nrc.gc.ca</i><br /><searchLink fieldCode="AU" term="%22Sadek%2C+Ahmad%22">Sadek, Ahmad</searchLink><relatesTo>3</relatesTo>, <i>ahmad.sadek@cnrc-nrc.gc.ca</i><br /><searchLink fieldCode="AU" term="%22Lee%2C+Chi-Guhn%22">Lee, Chi-Guhn</searchLink><relatesTo>1,2</relatesTo>, <i>cglee@mie.utoronto.ca</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Intelligent+Manufacturing%22">Journal of Intelligent Manufacturing</searchLink>; May2026, Vol. 37 Issue 5, p1789-1812, 24p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193087647 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10845-025-02623-3 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 24 StartPage: 1789 Titles: – TitleFull: Focus to generalize (F2G): physics-guided attention for sample efficient and generalizable deep learning defect detection. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Hassan, Mohamed Abubakr – PersonEntity: Name: NameFull: Hassan, Mahmoud – PersonEntity: Name: NameFull: Sadek, Ahmad – PersonEntity: Name: NameFull: Lee, Chi-Guhn IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 05 Text: May2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 09565515 Numbering: – Type: volume Value: 37 – Type: issue Value: 5 Titles: – TitleFull: Journal of Intelligent Manufacturing Type: main |
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