Thesiss

Correspondence, which describes how pixels in one image correspond to those of another, is a fundamental problem in computer vision. Recent methods based on convolutional neural networks (CNNs) have achieved great success in this field. To train such CNNs with high performance, …

Falls are a traumatic and possibly life-threatening incident experienced by an increasing population of elderly adults. Starting at the age of 65, the risk of falls starts to grow exponentially. Even if they are not fatal, they cause physical injuries such as broken bones, brain…

Accurate and timely precipitation estimates are critical for many hydrological applications, including monitoring and forecasting natural disasters, developing water resources management and planning strategies, as well as conducting climatological studies. Despite having high-r…

Robust solutions to image classification is a challenging task since approaches should be able to successfully discriminate between the different classes, whilst being able to generalise across a large amount of intra-class variations. In an extension of image classification to …