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
EAGLE Students in Kruger National Park: Internship at SANParks
EAGLE MSc students Sebastian Rothaug and Clemens Schömig are currently completing an internship/InnoLab with SANParks in Kruger National Park, South Africa. During their stay, they are contributing to a project on fire and drought dynamics in savanna ecosystems. Their...
EAGLE MSc Defense: Assessing the accessibility improvements, public perception and potential beneficiaries of cable car systems in Mexico City and Medellin
On March 26, 2026 Angie Torres Lopez will present her Master Thesis on " Assessing the accessibility improvements, public perception and potential beneficiaries of cable car systems in Mexico City and Medellin" at 14:00 in seminar room 3, John-Skilton-Str. 4a. From...
EAGLE M.Sc. Students doing Arctic Internship
This spring, Marlene and Aoibhin, two students from our EAGLE M.Sc. program have started their research internship in the high Arctic on Svalbard. Hosted by Prof. Larissa Beumer at the University Centre in Svalbard (UNIS), the students are gaining hands-on experience...
EAGLE MSc Defense: High-Resolution Seasonal Rangeland Carrying Capacity in Central Asia Using Sentinel-2 and the CASA Model
On March 19, 2026, Luis David Almeida Famada will present his Master Thesis on " High-Resolution Seasonal Rangeland Carrying Capacity in Central Asia Using Sentinel-2 and the CASA Model" at 15:00 in seminar room 3, John-Skilton-Str. 4a.High-Resolution Seasonal...
EAGLE MSc Defense: Satellite-Based Assessment of Geo-Climatic Variability in Lower Franconia: Identifying Climate-Related Risks
On March 18, 2026, Jyoti Biswas will present her Master Thesis on " Satellite-Based Assessment of Geo-Climatic Variability in Lower Franconia: Identifying Climate-Related Risks" at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: The study examines...
EAGLE Internship Presentation “Validation of High-Resolution Crop Classification Maps in Hessen Using IACS Parcel Data”
On March 24, 2026, Guisseppe Vasquez will present his internship results on " Validation of High-Resolution Crop Classification Maps in Hessen Using IACS Parcel Data " at 12:30 in seminar room 3, John-Skilton-Str. 4a.type of presentation: From the abstract: My...
EAGLE Innolab Presentation: People’s Perception of Cable Car Transportation Using Twitter Data
On March 24 2026, Angie Torres will present her Innolab results on " People's Perception of Cable Car Transportation Using Twitter Data" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Urban mobility is commonly analysed through geospatial methods...
EAGLE MSc Defense: Synthetic High-Resolution Remote Sensing Image Generation – A Comparative Study of Model Training, Surface Data Variability and Evaluation Metrics
On March 26, 2026, Georg Starz will present his Master Thesis on " Synthetic High-Resolution Remote Sensing Image Generation – A Comparative Study of Model Training, Surface Data Variability and Evaluation Metrics" at 10:00 in seminar room 3, John-Skilton-Str. 4a....
EAGLE Student Supports Savanna Monitoring in Kruger National Park
Our EAGLE M.Sc. student Lukas Fronzeck joined Luisa Pflumm, a former EAGLE and now PhD researcher at our Earth Observation Research Cluster (EORC), during fieldwork in Kruger National Park in South Africa. The field campaign forms part of Luisa’s PhD project...
![FW: [EORC Talk] Pathways towards a Healthy City – 10 March 2026, 03 pm](https://eagle-science.org/wp-content/uploads/2026/03/image001.jpg)
FW: [EORC Talk] Pathways towards a Healthy City – 10 March 2026, 03 pm
Dear colleagues and EAGLE students, This is a quick reminder to attend today’s and tomorrow’s EORC Talks, both at 3 p.m. sharp. TODAY 📍 What: EORC Talk on “Pathways towards a Healthy City” (Blog) 📍 Who: Christian Werthmann and Christian Corral...