Aim
In this course we will learn the alternative image analysis paradigm of object-based image classification. Image objects are areas in images which consist of pixels from the same land-cover class (e.g. buildings, water surfaces, vegetation) and allow the application of additional image classification methods in comparison to pure pixel-based methods and the integration of multi-modal date (e.g. vector data).
Content
In the course we will use satellite images and high resolution aerial images in combination with vector data and analyze various image classification methods (nearest neighbor -> random forests -> deep learning) to extract relevant information from the images.
We will use the software “eCognition”.
The course will be held on 3 days in Würzburg plus an introductory lecture which is being held online.
Session 1: getting to know to image objects and eConition software, basic classification methods
Session 2: advanced classification (Machine Learning)
Session 3: Deep Learning
Coding
Software
Techniques
Content
General Course News and Updates
Internship Presentation: Application of Geospatial Science in Reinsurance
On Tuesday, May 07, at 12:00 Ronja Seitz will present her internship presentation on "Application of Geospatial Science in Reinsurance " in seminar room 3, John-Skilton-Str. 4a. From the abstract: I used the opportunity of my mandatory internship to enter an entirely...
Internship Report on Tuesday, April 30 at 14:00
On Tuesday, April 30 Konstantin Müller will present his internship " GDELT News Analysis of the Noto Earthquake via ERNIE" at 14:00 in 01.B.03, John-Skilton-Str. 4a. : From the abstract: The analysis of socioeconomic data has gained increasing importance. The exchange...
EAGLE MSc. graduation
We are very happy to celebrate again the graduation of some of our EAGLE M.Sc. students. The candidates already handed in their M.Sc. thesis a while ago but just recently we had our EAGLE graduation party and enjoyed to celebrate this important milestone with all...
Master Thesis Defense: Unmasking the Shadow Economy in Ghana: Mapping The Distribution of Umbrella Covered Informal Vendors In Kumasi
On Tuesday, April 30, at 13:00 Prince Lartey Lawson will present his master thesis on " Unmasking the Shadow Economy in Ghana: Mapping The Distribution of Umbrella Covered Informal Vendors In Kumasi " in 01.B.03 Meeting Room 1st Floor, John-Skilton-Str. 4a. From the...
Master Thesis Defense: “Flood susceptibility mapping using remote sensing and geospatial data in West Africa “
On Tuesday, April 30, at 12:00 Wilmer Fabián Montién Tique will present his master thesis on " Flood susceptibility mapping using remote sensing and geospatial data in West Africa " in 01.B.03 Meeting Room 1st Floor, John-Skilton-Str. 4a. Abstract: Floods in West...
EAGLE workshop on Earth Observation application
Our first EAGLE workshop on Earth Observation applications covered various topics. After a heartily welcome by Tobias Ullmann did more than 50 participants listen to the following talks: Ása Aðalsteinsdóttir: “SAR Monitoring in Iceland” Katrin Wernicke:...
DGPF award for our EAGLE MSc Luisa Wagner
We are very happy to congratulate our former EAGLE student Luisa Wagner for the 2nd prize of the Karl‐Kraus‐Nachwuchsförderpreis 2024. Luisa received this award for her M.Sc. thesis which she handed in early last year on "Analysis of ice shelf front dynamics in Pine...
Master Thesis Defense: “Modelling the Spatio-Temporal Suitability of Urban Environments for Aedes Aegypti Mosquitoes based on their Bio-Ecological Characteristics in Rio de Janeiro “
On Friday, March 22, at 12:00 Rutendo Mukaratirwa will present her master thesis on " Modelling the Spatio-Temporal Suitability of Urban Environments for Aedes Aegypti Mosquitoes based on their Bio-Ecological Characteristics in Rio de Janeiro " in seminar room 3,...
Master Thesis Defense: “Development of Caribbean Seagrass Ecosystem Accounts fusing Earth Observation with Biophysical Modeling of Coastal Carbon” on Tuesday, March 19, 2024
On Tuesday, March 18, at 15:00 Andrea Cárdenas Reyes will present her master thesis on "Development of Caribbean Seagrass Ecosystem Accounts fusing Earth Observation with Biophysical Modeling of Coastal Carbon" in seminar room 3, John-Skilton-Str. 4a. ...
Andreas Bury successfully defended his MSc thesis
Andreas Bury successfully defended his MSc thesis "Assessing Air Pollution in Urban Environments: A Comprehensive Analysis Using Earth Observation and In Situ Measurements" at the EAGLE colloquium on the 8th of March 2024. His research offers an approach to...