Sydney Digital Theses (Open Access): Recent submissions
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Asymptotic Analysis of Transcendental Solutions of Nonlinear Systems
Published 2025Asymptotic analysis is central to mathematical physics and applied mathematics, offering insight into the behaviour of complex systems in limiting regimes. This thesis investigates the asymptotic properties of transcendental ...Open AccessThesis -
Application of Deep Learning in Image Processing
Published 2025Deep learning has revolutionized computer vision, achieving remarkable success in complex visual tasks such as image classification, segmentation, and object detection. This thesis explores advanced deep learning techniques ...Open AccessThesis -
Rethinking Object Detection Framework through the Lens of Proposal Refinement
Published 2025With the transformative impact of the Transformer architecture, DETR pioneered the application of the encoder-decoder framework to object detection. Subsequent research, such as Deformable DETR, has aimed to enhance DETR ...Open AccessThesis -
The Impact of Post-Vaccination Fever and Antipyretic Use Upon Quadrivalent Influenza Vaccine Immunogenicity in Children
Published 2025Background Annual vaccination is the most effective method for preventing serious illness from influenza, however the impact of fever and antipyretic use in the post-vaccination period on immunogenicity in children ...Open AccessThesis -
Reflectance confocal microscopy and Lentigo maligna management
Published 2025Lentigo Maligna (LM) is a form of melanoma in situ that can arise from atypical melanocytic intraepidermal proliferation (AIMP). LM may progress to Lentigo Maligna Melanoma (LMM), which is invasive and requires more ...Open AccessThesis