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Conservation voltage reduction in secondary distribution networks with distributed generation and electric vehicle charging loads
(IEEE, 2018-08-23)
This paper investigates the potential for Conservation Voltage Reduction (CVR) in Low Voltage (LV) secondary distribution networks. CVR is a well-established technique where the voltage in LV networks is managed at a ...
Classification applied to brain haemorrhage detection: Initial phantom studies using electrical impedance measurements
(EIT2018, 2018-06-11)
Machine learning and classification algorithms are applied to data collected from an EIT system. The system is used with an anatomically accurate head phantom setup in a variety of situations modelling normal and haemorrhagic ...
Getting more from your datasets: Data augmentation, annotation and generative techniques
(XPERI Inc., 2018-05-18)
Deep Learning for embedded vision requires large datasets. Indeed the more varied training data is, the more accurate the trained network. But, acquiring and accurately annotating datasets costs time and money. This talk ...
Electrical impedance tomography with exploitation of symmetry
(Bioengineering in Ireland 2018, 2018-01-26)
Electrical Impedance Tomography (EIT) is an imaging technique involving an electrode array positioned around the area of interest. Alternating current is injected, and voltage measured, between electrode pairs in a prescribed ...
Hybrid Semi-Parallel Deep Neural Networks (SPDNN) – example methodologies and use cases
(XPERI Inc., 2018-05-23)
Deep neural networks (DNNs) are typically trained on specific datasets, optimized with particular discriminating capabilities. Often several different DNN topologies are developed solving closely related aspects of a ...
Experimental evaluation of the effective ablation zone on ex-vivo bovine liver samples
(IEEE, 2018-09-10)
Microwave thermal ablation is under investigation
for minimally invasive treatments. In the cases of small targets,
such as adrenal glands, microwave thermal ablation is a valuable
alternative to the traditional and ...
Tackling hypertension via adrenal ablation-the development of novel immunohistochemical ablation biomarkers
(IEEE, 2018-04-09)
Microwave thermal ablation is under consideration for minimally invasive treatment of unilateral and bilateral adrenal adenomas, symptomatic of Conn's syndrome. Currently available microwave technologies are illsuited to ...
The application of deep learning on depth from multi-array camera
(Institute of Electrical and Electronics Engineers, 2018-01-02)
Consumer-level multi-array cameras are a key enabling technology for next generation smartphones imaging systems. The present paper aims to analyze the accuracy of the depth estimation while using different camera combinations ...
Fake data - the future of advanced computer vision systems
(NUI Galway, 2018-10-22)
Recent research shows that Data Augmentation techniques and Synthetic Data can improve the accuracy and reduce the susceptibility of Deep Neural Networks to Adversarial Attacks. In this presentation we consider some of the ...
A privacy framework for games and interactive media
(IEEE, 2018-08-16)
Privacy is a concept that is intertwined with data security, but its scope is significantly broader. Often considerations of privacy in the context of consumer devices are limited to a consideration of the security of the ...