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.
Results
Showing 1 to 9 of 9 for “"visual computing"”.
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Differentiable visual computing
Derivatives of computer graphics, image processing, and deep learning algorithms have tremendous use in guiding parameter space searches, or solving inverse problems. As the algorithms become more sophisticated, we no longer only need to differentiate simple mathematical functions, but have to deal …
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The Taichi High-Performance and Differentiable Programming Language for Sparse and Quantized Visual Computing
… such as C++ and CUDA, writing high-performance visual computing code is often laborious and requires deep expertise in performance engineering. This implies an undesirable trade-off between performance and productivity. Emerging visual computing workloads such as sparse data structure …
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Visual Computing and AI Technologies to Analyse Movement Disorders Associated with Parkinson’s Disease for Diagnostic Purposes
… (PD) centre on clinicians’ inherently subjective visual interpretations of characteristic motor signs like bradykinesia. This research investigates comprehensive video and signal processing techniques and their capacity to yield clinically meaningful representations of PD movement disorders. PD …
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An evaluation framework for massively parallel accelerator processors
… architecture designed for high throughput on visual computing and scientific workloads. I present an integrated evaluation framework for investigating co-designed architecture, compilers, programming models, and RTL implementation for massively parallel chip multiprocessors (CMPs). The …
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Three-dimensional propagation algorithm for depth image-based rendering
… and has become one of the hot research areas in visual computing in recent years. Since the general purpose graphics processing unit (GPGPU) is an ideal computing platform for image rendering, we consciously develop a novel and necessary image processing algorithm suitable for GPGPU by exploiting …
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Visual AI for Sustainable Urban Development Computer Vision and Machine Learning Applications for Climate and Social Impact
… fascination and concern. This thesis focuses on Visual AI, critically analysing the technology’s potential to promote sustainable urban development. Presenting and evaluating three case studies that employ computer vision and machine learning in urban planning contexts, the research highlights …
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Underwater Refractive Camera Calibration and 3D Scene Reconstruction
… Finally, a comprehensive offline monocular visual mapping system is established to enable drift-free, efficient 3D reconstruction of large-area of seafloor from datasets collected by deep-sea robots. The second part addresses radiometric restoration, developing approaches to model the …
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Learning 3D Representations from Data
… deep learning in a broad range of scenarios in visual computing.
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Multithreaded architectures for manycore throughput processors
This dissertation describes work on the architecture of throughput-oriented accelerator processors. First, we examine the limitations of current accelerator processors and identify an opportunity to enable high throughput while also providing a more general-purpose programming model.To address this …