The relative operating characteristic (ROC) is a popular statistical method to measure the
association between observed and diagnosed presence of a characteristic. The diagnosis of …

The recently published standard ISO 25178-2 distinguishes between field parameters and
feature parameters for surface texture characterisation, whereby the main difference …

In the field of terrain analysis, a primary goal is to effectively identify topographic features for
a better understanding of their associated processes. The relationships among features are …

Capabilities for collecting and storing data on mobile objects have increased dramatically
over the past few decades. A persistent difficulty is summarizing large collections of mobile …

ISO 25178-2 specifies areal field parameters as well as areal feature parameters. While for
the first group the whole set of points defining a scale-limited surface is considered, for the …

Terrain feature points, such as peaks, pits, and saddles, represent the macro-structure of the
landform. Conventional techniques for extracting these points from digital elevation models …

Terrain analysis uses different workflows to extract features from terrain models for the
purpose of understanding topographic patterns and processes. However, the results of …

Graph filters are a recent and powerful tool to process information in graphs. Yet despite
their advantages, graph filters are limited. The limitation is exposed in a filtering task that is …

This PhD thesis contains 3 major application areas all within an Intelligent Transportation
System context. The first problem we discuss considers models that make beneficial use of …

We have recently seen a surge of research focusing on the processing of graph data. The
emerging field of signal processing on graphs focuses on the extension of classical discrete …