Franz Rottensteiner

Leibniz University Hannover — Germany

Environmental Science · Physical Sciences

39h-index6.3kcitations258works1.22yr avg
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Research Topics

Remote Sensing and LiDAR Applications(114), 3D Surveying and Cultural Heritage(75), Automated Road and Building Extraction(56), Remote Sensing in Agriculture(52), Remote-Sensing Image Classification(50)

Publications257 total

Classification of Satellite Image Time Series and Aerial Images Based on Multiscale Fusion and Multilevel Supervision
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
NoMeFormer: Non-Manifold Mesh Transformer
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025· 2 citedOpen Access
Multi-modal Land Cover Classification of Historical Aerial Images and Topographic Maps Exploiting Attention-based Feature Fusion
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 4 citedOpen Access
Leveraging multi-modal classification of historical aerial images and topographic maps to derive past land cover
2025Open Access
Multi-modal Land Cover Classification of Historical Aerial Images and Topographic Maps: A Comparative Study
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2024Open Access
Editorial for Special Issue: 75 Years IPI—an Overview of Current Research Activities in Photogrammetry and Remote Sensing
PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science·2024Open Access
Monocular Pose and Shape Reconstruction of Vehicles in UAV imagery using a Multi-task CNN
PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science·2024Open Access
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies
arXiv (Cornell University)·2024Open Access
Transformer models for Land Cover Classification with Satellite Image Time Series
PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science·2024· 9 citedOpen Access
Cooperative Image Orientation with Dynamic Objects
PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science·2024Open Access
Depth-Aware Panoptic Segmentation
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2024· 1 citedOpen Access
Depth-aware Panoptic Segmentation
arXiv (Cornell University)·2024Open Access
Preface: Workshop “Semantics3D - Semantic Scene Analysis and 3D Reconstruction from Images and Image Sequences”
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2023Open Access
Preface: Workshop “Semantics3D - Semantic Scene Analysis and 3D Reconstruction from Images and Image Sequences”
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2023Open Access
VEHICLE POSE AND SHAPE ESTIMATION IN UAV IMAGERY USING A CNN
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2023· 2 citedOpen Access
TRANSFORMER MODELS FOR MULTI-TEMPORAL LAND COVER CLASSIFICATION USING REMOTE SENSING IMAGES
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2023· 6 citedOpen Access
USING TIME SERIES IMAGE DATA TO IMPROVE THE GENERALIZATION CAPABILITIES OF A CNN – THE EXAMPLE OF DEFORESTATION DETECTION WITH SENTINEL-2
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2023Open Access
Deep learning of topographic anomalies for the detection of regions of interest in 3D point clouds
2023Open Access
Multimodal Metadata Assignment for Cultural Heritage Artifacts
Research Square (Research Square)·2022· 1 citedOpen Access
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Frequent Co-authors

Christian Heipke(17), Simon Clode(10), Uwe Soergel(7), John Trinder(7), Joachim Niemeyer(6), Kurt Kubik(6), Jan Dirk Wegner(4), Peter J. Kootsookos(3), Monika Sester(3), Gunho Sohn(2), Jaewook Jung(2), M. Gerke(2), U. Breitkopf(2), Martin Rutzinger(2), Norbert Pfeifer(2), Max Coenen(2), A. Schmidt(2), Clément Mallet(2), Boris Jutzi(2), Raul Queiroz Feitosa(2)