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Automatic generation of a floor plan from a 3D scanned model: Making the Analogue World Digital
Published 2019“…Current research tends to focus on the processing algorithms and not the sensors or methods for capturing the environment. …”
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A highly accessible application for detection and classification of maize foliar diseases from leaf images
Published 2017“…A number of previous studies, utilizing computer vision and machine-learning algorithms, have successfully developed applications that can diagnose crop diseases. …”
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Low-rank completion and recovery of correlation matrices
Published 2020“…In almost all instances, the method of convex relaxation performed better than spectral methods and achieved the closest and best-fitted low-rank approximations to the true, optimal low-rank matrices (for some rank-n). Furthermore, a dependence was found to exist on which correlation pairs were used as inputs, with the accuracy of the approximations being, in general, directly proportional to the number of input correlations provided to the algorithms.…”
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Performance evaluation of massive MIMO Systems for future wireless access systems
Published 2020“…Simulations to evaluate spectral efficiency for massive MIMO were done in MATLAB. Linear and sub-optimal signal processing methods like minimum mean square error (MMSE), zero forcing (ZF), regularized zero forcing (RZF) and maximal ratio combining (MRC) detection and precoding algorithms with relatively less complexity were evaluated. …”
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An RFI simulation pipeline to help teach interferometry and machine learning
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A hybrid scavenger grid approach to intranet search
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Antenna axis offset and intersection determination using GPS
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Structural analysis in a distributed collaboratory
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Topology control in wireless ad hoc networks
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The preservation of the Cape flora : status, causes of rarity, ideals and priorities
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On towers of function fields over finite fields
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An attitude control system for the deployment and stabilisation of a tethered dual CubeSat mission
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Fluoroscopy based needle-positioning system for percutaneous nephrolithotomy procedures
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Load management of electric water heaters in a smart grid through forecasting and intelligent centralised control
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The dynamic modelling and development of a controller for a general purpose remotely operated underwater vehicle
Published 2016“…A closed-loop speed controller is developed for the thruster module using a standard PI scheme and is implemented on an MSP430 microcontroller using software fixed-point algorithms. The complete ROV system is simulated in Simulink® in an open-loop configuration to gain insight into the expected motion from the vehicle. …”
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Transformerless series dip/sag compensation with a multilevel cascaded inverter
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Evaluation of two prototype three phase photovoltaic water pumping systems
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A comparative study of recurrent neural networks and statistical techniques for forecasting the stock prices of JSE-listed securities
Published 2023“…This is likely the result of the unforeseen impact of the covid-19 pandemic on financial markets that would not have been factored into the training sets of the machine learning algorithms. . . .…”
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A computer vision framework towards automated scene understanding & analysis
Published 2025“…Most computer vision algorithms are deep learning based approaches but differ significantly in architecture. …”
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