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 5 of 5 for “"image data analysis"”.
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Quantification of rock fabric through multi-scale image data analysis for enhanced rock typing and formation evaluation
… through qualitative interpretation of core image data. The identified facies are frequently employed in the development of geological models. However, conventional methods for facies identification can be subjective, qualitative, and time-consuming. Only the visual aspect of the core, when …
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ImageSI: Interactive Deep Learning for Image Semantic Interaction
… for effectively exploring and analyzing complex image datasets in visual analytics. However, existing approaches often face challenges related to inference accuracy and adaptability. To address these issues, we propose ImageSI, a framework integrating deep learning models with semantic …
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Machine Learning for Physics Applications: Quantum Algorithm Design, Chaotic Dynamics, and Mass Spectrometry
… models are applied to mass spectrometry imaging data to identify chemical biomarkers and quantify spatial and spectral structure in biological samples. The results illustrate some of the methodological strengths and weaknesses of applying machine learning as a tool for biomarker discovery, and …
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Skeleton-based visualization of massive voxel objects with network-like architecture
… the challenge of visualizing and analyzing 3d images of increasing size and complexity, which are becoming more and more important in, for example, biological and medical research. Section 2.3.1 contributes to the theoretical foundations of thinning algorithms with a discussion of homotopic …
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Nichtlineare Mikroskopie und Bilddatenverarbeitung zur biochemischen Analyse synchronisierter Chlamydomonas-Zellen
Unter geeigneten Wachstumsbedingungen weisen Algenkulturen oft eine größere Produktivität der Zellen auf, als sie bei höheren Pflanzen zu beobachten ist. Chlamydomonas reinhardtii-Zellen sind vergleichsweise klein. So beträgt das Zellvolumen während des vegetativen Zellzyklus etwa 50–3500 µm³. Im …