Sydney Digital Theses (University of Sydney Access only): Recent submissions
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AI Assess AI: Automating Perceptual Quality Assessment for AI-Processed Immersive Media
Published 2025As AI technologies proliferate, AI-processed content (e.g., frame interpolation, ChatGPT) is everywhere. Yet judging its quality is critical. Subjective experiments, though time-consuming, yield limited, dataset-specific ...USyd AccessThesis -
A multiscale heterarchical streamline model for comminution in rotary mills
Published 2025This dissertation presents a new approach to modelling comminution in rotary mills based on heterarchical concepts. The work is structured around four main chapters. The first three are built upon published papers, each ...USyd AccessThesis -
Compact devices based on photonics integration
Published 2025The integration of Complementary Metal-Oxide-Semiconductor (CMOS) technology with Photonic Integrated Circuits (PICs) enables the consolidation of multiple components onto a single optical chip, supporting cost-effective ...USyd AccessThesis -
Deep Learning Methods to Improve the Utility and Reliability of dMRI Data
Published 2025Diffusion MRI (dMRI) is a powerful neuroimaging technique that provides non-invasive insights into brain tissue microstructures by measuring water diffusion. However, due to various acquisition constraints and the inherent ...USyd AccessThesis -
Medical Imaging Data Analysis based on Unsupervised Domain Adaptation for Tubular Structure Segmentation
Published 2025Medical image analysis plays a crucial role in clinical medicine, encompassing preoperative diagnosis of diseases, lesion evaluation, intraoperative clinical treatment, and postoperative recovery assessment. A common ...USyd AccessThesis