Deep learning techniques, esp. Convolutional Neural Networks (CNNs), are now widely studied for predictive analytics with remote sensing images, which can be further applied in different domains for ground object detection, population mapping, etc. These methods usually train predicting models with the supervision of a large set of training examples. However, finding ground truths especially [...]
Category Archive for 'OSM'
On Tuesday 17th January, the CAP4Access/MyAccessible.EU came to a close after three years with the successful completion of the final European Commission review meeting in Brussels. Reviewers were highly pleased with the outcomes of the project, both on the technical and societal fronts.
At GIScience in Heidelberg, through the EC FP7 project we have extended the [...]
When using routing services that rely on OpenStreetMap data, the route engine might suggest you a path that seems to be longer than the shortest possible route you could identify on the map. The main reason behind this are either a lack of data completeness in OSM (for certain data attributes/ for certain regions) or [...]
Recently some of our work on intrinsic VGI quality analysis has been published. In this work we propose a framework to assess the quality of OSM building footprints data without using any reference data. More specifically, the OSM history data will be examined regarding the development of attributes, geometries and positions of building footprints. In [...]
One main focus of the GIScience Research Group is the research and education with respect to advancing methods, technologies and applications of Volunteered Geographic Information - in particular OpenStreetMap - for applications from logistics to humanitarian aid. In this vein, the group has been also been supporting the work of the [...]
COST action IC1203 is a European Network Exploring Research into Geospatial Information Crowdsourcing: software and methodologies for harnessing geographic information from the crowd (ENERGIC). The action has been greatly active in the past 3 years and is now delivering the results via their website as well as their Youtube channel.
One of the outputs of this action [...]
In the past few years, volunteers have produced geographic information of different kinds, using a variety of different crowdsourcing platforms, within a broad range of contexts. However, there is still a lack of clarity about the specific types of tasks that volunteers can perform for deriving geographic information from remotely sensed imagery, and how the [...]
For all people who are interested in historic features of the OpenStreetMap dataset a complete new worldwide map service has been published. It is extending the original old HistOSM (*) from 2009 considerably.
As of October 2016 you can find 638.284 objects that were tagged ‘historic’ all over the world. The range of object types is [...]
Posted in OSM on Oct 4th, 2016
The HOT Tasking Manager is the tool where most of the work of the Missing Maps community and members happens. The projects created tell us a lot about the current mapping efforts and also show where we already succesfully mapped basic infrastructures like roads and human settlements. Tools like OSMatrix or [...]
Brussels became the global center for OpenStreetMap enthusiasts, humanitarians and researchers during the last week. The 2nd HOT Summit was held on the 22nd September and was complemented by a Missing Maps Mapathon in the evening. From 23rd - 25th September the State of the Map conference opened their doors for the global OpenStreetMap community. [...]