Congress Final Program

Session

ThS15: Data-Centric Learning for Geospatial Data

Time:

Saturday, 11-July-2026:

10:30am - 12:00pm

Session Chair: Genc Hoxha
Session Chair: Francescopaolo Sica

Location: 713B

125 theatre

Session Topics:

Data-Centric Learning for Geospatial Data (ThS15)

Presentations

10:30am - 10:45am

The Potential of Copernicus Satellites for Disaster Response: Retrieving Building Damage from Sentinel-1 and Sentinel-2

Olivier Dietrich, Merlin Alfredsson, Emilia Arens, Nando Metzger, Torben Peters, Linus Scheibenreif, Jan Dirk Wegner, Konrad Schindler

10:45am - 11:00am

From Text to Map: AI-Based Graphic Translation of Information

Francesca Biolo, Franco Guzzetti, Isabella C.R. Balestreri

11:00am - 11:15am

From Pixels to Semantics: Can a Single Instruction-Tuned VLM Unify Geospatial Building Analysis?

Guneet Mutreja, Harisankar Harikumar, Chaikal Amrullah, Ksenia Bittner

11:15am - 11:30am

Geolocation-aware pretraining strategies for globally applicable remote sensing foundation models

Mojgan Madadikhaljan, Jonathan Prexl, Michael Schmitt

11:30am - 11:45am

An assessment of data-centric methods for label noise identification in remote sensing data sets

Felix Kröber, Genc Hoxha, Ribana Roscher

11:45am - 12:00pm

Automatic Extraction and Multi-Class Instance Segmentation of Rural Road Networks from Orthoimagery using YOLOv11 and SAHI Sliced Inference for Cadastral Update

Marsia Sanità, Lindo Nepi, Eva Savina Malinverni, Adriano Mancini, Roberto Pierdicca, Artur Warchoł, Monika Balawejder