Matches in SemOpenAlex for { <https://semopenalex.org/work/W2970122386> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W2970122386 abstract "In situ testing performed in a transmission electron microscope (TEM) represents an im- portant technique for materials analysis. However, it produces a large amount of data in the form of images and video, which cannot typically be analyzed using traditional image- analysis algorithms. Therefore, a machine-learning approach is proposed to detect the shape of a body by recognizing and locating the border of the material. This supervised-learning al- gorithm is applied and a convolutional neural network is built to rapidly label all pixels. This network explores the relationship between small sub-images cropped from original images and their corresponding labels, and then it predicts the label when given new sub-images, thus generating a segmented image. In this project, the performance was assessed based on specificity, sensitivity, and accuracy of results. The overall accuracy of the present model is over 90%; however, the precision and recall rate are low due to high false-positive detection. This research suggests key factors for improving future machine-learning algorithms for TEM image analysis." @default.
- W2970122386 created "2019-09-05" @default.
- W2970122386 creator A5027050413 @default.
- W2970122386 date "2019-06-18" @default.
- W2970122386 modified "2023-09-26" @default.
- W2970122386 title "USING MACHINE LEARNING FOR FEATURE DETECTION IN TRANSMISSION ELECTRON MICROSCOPY" @default.
- W2970122386 hasPublicationYear "2019" @default.
- W2970122386 type Work @default.
- W2970122386 sameAs 2970122386 @default.
- W2970122386 citedByCount "0" @default.
- W2970122386 crossrefType "journal-article" @default.
- W2970122386 hasAuthorship W2970122386A5027050413 @default.
- W2970122386 hasConcept C115961682 @default.
- W2970122386 hasConcept C119857082 @default.
- W2970122386 hasConcept C127413603 @default.
- W2970122386 hasConcept C138885662 @default.
- W2970122386 hasConcept C153180895 @default.
- W2970122386 hasConcept C154945302 @default.
- W2970122386 hasConcept C160633673 @default.
- W2970122386 hasConcept C21200559 @default.
- W2970122386 hasConcept C24326235 @default.
- W2970122386 hasConcept C26517878 @default.
- W2970122386 hasConcept C2776401178 @default.
- W2970122386 hasConcept C31972630 @default.
- W2970122386 hasConcept C38652104 @default.
- W2970122386 hasConcept C41008148 @default.
- W2970122386 hasConcept C41895202 @default.
- W2970122386 hasConcept C50644808 @default.
- W2970122386 hasConcept C761482 @default.
- W2970122386 hasConcept C76155785 @default.
- W2970122386 hasConcept C81363708 @default.
- W2970122386 hasConcept C81669768 @default.
- W2970122386 hasConceptScore W2970122386C115961682 @default.
- W2970122386 hasConceptScore W2970122386C119857082 @default.
- W2970122386 hasConceptScore W2970122386C127413603 @default.
- W2970122386 hasConceptScore W2970122386C138885662 @default.
- W2970122386 hasConceptScore W2970122386C153180895 @default.
- W2970122386 hasConceptScore W2970122386C154945302 @default.
- W2970122386 hasConceptScore W2970122386C160633673 @default.
- W2970122386 hasConceptScore W2970122386C21200559 @default.
- W2970122386 hasConceptScore W2970122386C24326235 @default.
- W2970122386 hasConceptScore W2970122386C26517878 @default.
- W2970122386 hasConceptScore W2970122386C2776401178 @default.
- W2970122386 hasConceptScore W2970122386C31972630 @default.
- W2970122386 hasConceptScore W2970122386C38652104 @default.
- W2970122386 hasConceptScore W2970122386C41008148 @default.
- W2970122386 hasConceptScore W2970122386C41895202 @default.
- W2970122386 hasConceptScore W2970122386C50644808 @default.
- W2970122386 hasConceptScore W2970122386C761482 @default.
- W2970122386 hasConceptScore W2970122386C76155785 @default.
- W2970122386 hasConceptScore W2970122386C81363708 @default.
- W2970122386 hasConceptScore W2970122386C81669768 @default.
- W2970122386 hasLocation W29701223861 @default.
- W2970122386 hasOpenAccess W2970122386 @default.
- W2970122386 hasPrimaryLocation W29701223861 @default.
- W2970122386 hasRelatedWork W1983738786 @default.
- W2970122386 hasRelatedWork W2009549839 @default.
- W2970122386 hasRelatedWork W2080529918 @default.
- W2970122386 hasRelatedWork W2096850600 @default.
- W2970122386 hasRelatedWork W2127468891 @default.
- W2970122386 hasRelatedWork W2380653154 @default.
- W2970122386 hasRelatedWork W2509785390 @default.
- W2970122386 hasRelatedWork W2784228426 @default.
- W2970122386 hasRelatedWork W2969147354 @default.
- W2970122386 hasRelatedWork W2990660877 @default.
- W2970122386 hasRelatedWork W2999010171 @default.
- W2970122386 hasRelatedWork W3008227768 @default.
- W2970122386 hasRelatedWork W3044495028 @default.
- W2970122386 hasRelatedWork W3135360432 @default.
- W2970122386 hasRelatedWork W3160857863 @default.
- W2970122386 hasRelatedWork W2183105726 @default.
- W2970122386 hasRelatedWork W2927289255 @default.
- W2970122386 hasRelatedWork W2933390885 @default.
- W2970122386 hasRelatedWork W2983230445 @default.
- W2970122386 hasRelatedWork W787203432 @default.
- W2970122386 isParatext "false" @default.
- W2970122386 isRetracted "false" @default.
- W2970122386 magId "2970122386" @default.
- W2970122386 workType "article" @default.