4 papers
Multi-Modal Building Inspection via Perceiver IO Fusion of Satellite and Street-Level Imagery
Niels Sombekke, Rob G. J. Wijnhoven, Martin R. Oswald
We present a multi-modal classification framework that fuses satellite and street-level imagery through a Perceiver IO architecture operating on spatial patch tokens from a shared…
Joint Instance Segmentation and Geometric Attribute Regression for Roof Structures in Aerial Imagery
Luuk Versteeg, Rob G. J. Wijnhoven, Martin R. Oswald
We present a method for jointly predicting instance-level roof segment masks together with three continuous geometric attributes -- building height, roof slope, and roof azimuth --…
Exploring Different Levels of Supervision for Detecting and Localizing Solar Panels on Remote Sensing Imagery
Maarten Burger, Rob Wijnhoven, Shaodi You
This study investigates object presence detection and localization in remote sensing imagery, focusing on solar panel recognition. We explore different levels of supervision, evalu…
Safe Fakes: Evaluating Face Anonymizers for Face Detectors
Sander R. Klomp, Matthew van Rijn, Rob G. J. Wijnhoven +2
Since the introduction of the GDPR and CCPA legislation, both public and private facial image datasets are increasingly scrutinized. Several datasets have been taken offline comple…