Development of Computational, Image Processing and Deep Learning Methods for the Microstructure Characterization of Carbon Fiber Reinforced Polyamide 6 Based on CT Images

Juliane Blarr

ISBN 10: 373151396X / ISBN 13: 9783731513964

Published by Karlsruher Institut für Technologie, 2025

About this Item

Development of Computational, Image Processing and Deep Learning Methods for the Microstructure Characterization of Carbon Fiber Reinforced Polyamide 6 Based on CT Images | Juliane Blarr | Taschenbuch | Englisch | 2025 | Karlsruher Institut für Technologie | EAN 9783731513964 | Verantwortliche Person für die EU: KIT Scientific Publishing, Straße am Forum 2, 76131 Karlsruhe, info[at]ksp[dot]kit[dot]edu | Anbieter: preigu.

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Bibliographic Details

• Title: Development of Computational, Image Processing and Deep Learning Methods for the Microstructure Characterization of Carbon Fiber Reinforced Polyamide 6 Based on CT Images
• Publisher: Karlsruher Institut für Technologie
• Publication Date: 2025
• Language: English
• ISBN 10: 373151396X
• ISBN 13: 9783731513964
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 210W x 148H x 24D millimeters 210 millimeters width by 148 millimeters height by 24 millimeters depth
• Weight: 541 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

Discontinuously fiber reinforced polymers exhibit complex microstructures. Quantities to characterize the latter have been developed over time, such as the fiber volume content or fiber orientation distributions, which can be acquired through computed tomography images and subsequent image processing. This thesis deals with the development of (partially AI-based) methods in this context, especially considering challenges of contrast and resolution with carbon fibers and scale-bridging issues.