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
MSc thesis presentations by Navid Chamani
Navid Chamani is defending his thesis "Investigation on the intra-annual variations of the relationship between Landsat 8-derived LST and spectral indices in west Africa" on September 25th 10am. from the abstract: "Monitoring the variations of the land surface...
MSc defense by Salim Soltani
Selected map of NSR and non_NSR cities from 1990-2019, NSR cities represent the cities located directly on the New Silk Road , and non_NSR cities represent cities located far from( at least 100 Km) the New Silk Road. Salim Soltani will defend his M.Sc. thesis...
New EAGLEs in 2020
we are finally through all 140 interviews of eligible EAGLE applications. We had again very good and highly suitable candiates and in total 25 applicants passed the interviews and are accepted to the EAGLE program. Our new EAGLEs are from various countries (15...
M.Sc. Defense by Felix Glasmann
Felix Glasman will defend his M.Sc. thesis "The FireBIRD Mission: Potential for the Detection of Gasflaring" on Thursday 30th of July at 11am. From his abstract: "The controversial but widespread process of gas flaring has received growing attention over the recent...
Internship presentations
On Thursday 30th at 10 am the following EAGLE students will present their internships or inno labs: Tobias Gutzmann: 'Aerial Image Analysis for WW2 Warfare Material Detection' at Luftbilddatenbank Henrik Fisser: 'Sentinel-2 Truck Detection - Sensing Trade from Space...
EAGLE student Henrik Fisser won ESA competition
Congratulations to Henrik Fisser, whose Sentinel-2 analysis on truck detection has been awarded the first prize for the European Data Cube COVID-19 contest! He uses the reflectance patterns of long moving vehicles in Sentinel-2 images. Please see the ESA webpage for...
MSc defense by Katrin Hasenbein
Katrin Hasenbein will defend her M.Sc. thesis on Thursday 12am on "The potential to enhance land use mapping by leveraging processing methods of time series data". from the abstract: "With the launch of the twin satellites of Sentinel-2 time series data with a high...
2020 applications
We received again a high number of very good applicants and are currently working through all application files. We will invite all eligible applicants in the next weeks for an interview. In total we received 137 eligible applications from the EU as well as North and...
MSc idea presentation by Aida Taghavi
Aida will present on Friday, May 22nd at 2:30pm her MSc idea "Potentials of Cosmic-Ray Neutron Probes for Assessing and Mapping SAR-based Soil Moisture in a Mediterranean agro-forestry ecosystem by developing an integrated ground- and space-based Modelling Framework"....
Sebastian Buchelt successfully presented his MSc thesis
Sebastian Buchelt successfully presented his MSc thesis - congratulations! Read more about his research project here.