Object-Oriented Change Detection for Landslide Rapid Mapping. - Ping Lu 010; André Stumpf; Norman Kerle; Nicola Casagli (IEEE Geosci. Remote. Sens. Lett., 2011)

Adaptive spatial sampling with active random forest for object-oriented landslide mapping. - André Stumpf; Nicolas Lachiche; Norman Kerle; Jean-Philippe Malet; Anne Puissant (IGARSS, 2012)

Multi-scale line detection for landslide fissure mapping. - André Stumpf; Thomas Andrew Lampert; Jean-Philippe Malet; Norman Kerle (IGARSS, 2012)

Object-oriented mapping of urban trees using Random Forest classifiers. - Anne Puissant; Simon Rougier; André Stumpf (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Active Learning in the Spatial Domain for Remote Sensing Image Classification. - André Stumpf; Nicolas Lachiche; Jean-Philippe Malet; Norman Kerle; Anne Puissant (IEEE Trans. Geosci. Remote. Sens., 2014)

Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images. - Simon Rougier; Anne Puissant; André Stumpf; Nicolas Lachiche (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Spatio-Temporal Clustering and Active Learning for Change Classification in Satellite Image Time Series. - Nicolas Debonnaire; André Stumpf; Anne Puissant (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation. - Thomas Andrew Lampert; André Stumpf; Pierre Gançarski (IEEE Trans. Image Process., 2016)

A Method for Automatic and Rapid Mapping of Water Surfaces from Sentinel-1 Imagery. - Filsa Bioresita; Anne Puissant; André Stumpf; Jean-Philippe Malet (Remote. Sens., 2018)

Improved Co-Registration of Sentinel-2 and Landsat-8 Imagery for Earth Surface Motion Measurements. - André Stumpf; David Michéa; Jean-Philippe Malet (Remote. Sens., 2018)

TSM - Tracing Surface Motion: A Generic Toolbox for Analyzing Ground-Based Image Time Series of Slope Deformation. - Mathilde Desrues; Jean-Philippe Malet; Ombeline Brenguier; Julien Point; André Stumpf; Lionel Lorier (Remote. Sens., 2019)

CLC+ Backbone: Set the Scene in Copernicus for the Coming Decade. - Markus Probeck; Inés Ruíz; Gernot Ramminger; Christoff Fourie; Pirmin Maier; Martin Ickerott; Cornelia Storch; Anna Homolka; Sybrand Jacobus Muller; Himanshu Tiwari; André Stumpf; Sooyeon Chun; et al. (IGARSS, 2021)