Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 9 of 9 for “"Defect classification"”.
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Orthogonal Security Defect Classification for Secure Software Development
Security defects or vulnerabilities are inescapable in software development. Thus, it is always better to address security issues during the software development phases, rather than developing patches after the security threats are already in place. In line with this, a number of secure software …
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Leveraging Retrieval-Augmented Generation, Prompt Engineering, and Vision Language Models for Surface Defect Classification and Root Cause Analysis in Manufacturing
… prompt-engineering strategies to enhance surface defect classification and Root Cause Analysis (RCA) in manufacturing. The research examines whether generative and multimodal Artificial Intelligence (AI) systems can deliver accurate, explainable, and cost efficient quality control for manufactured …
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Automated Visual Inspection of Lyophilized Products via Deep Learning and Autoencoders
… of every sterile parenteral product for defects is costly, cumbersome, and inconsistent. Industry standard currently relies on a semi-automated method, but the percentage of vials that require additional human inspection is high, at 30%. Using deep learning can help reduce this …
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Graphic user interface modelling and testing automation
… Model (GUITAM), the development of GUI Defect Classification and the proposal of the Long Use Case Closure Envelope Model.
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Deep learning models for defect and anomaly detection on industrial surfaces
… in computer vision and machine learning for defect detection, challenges persist, such as defect variability and the computational burden. This thesis presents specialized deep learning architectures addressing defect classification, segmentation, and detection in textiles, civil engineering, …
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Metodologia e plataforma baseadas em aprendizado de máquina para inspeção de defeitos na indústria têxtil
… process, particularly due to the diversity of defects and reliance on subjective criteria from human inspectors. This work proposes a methodology based on computer vision and deep learning to optimize the QI process in textiles, alongside the development of an associated platform to demonstrate …
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Generalizing Under Data Scarcity. Enhancing the representation capability from few samples.
… the GEOM framework for supervised few-shot classification and extend its principles to the unsupervised setting with CAMeLU, demonstrating state-of-the-art performance in cross-domain scenarios. The second part of the thesis addresses the gap between academic research and real-world …
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Numerical and experimental studies on the mechanical behaviour of the distal femur following total knee arthroplasty
… to investigate how the presence of condylar defects as classified by AORI defect classification system (Engh 2006) and weak osseous support due to osteoporosis may adversely affect the survival of the prosthesis. These investigations revealed that fixation of the femoral component, the …
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Automatická analýza obrazu pro kontrolu kvality výroby textilií
Tato práce se zabývá problematikou klasifikace defektů, které vznikají při výrobě netkaných textilií. Úloha klasifikace vad je součástí systému pro automatickou kontrolu kvality výroby. Cílem je implementovat metodu, která bude co nejlépe klasifikovat problematické třídy defektů. Toho bylo dosaženo …