Franz Rottensteiner

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 19

Top Topics

Conditional Random Fields

Cultural Heritage

Top Venues

Geo spatial Inf. Sci.

IEEE Geosci. Remote. Sens. Lett.

Publications

Luis Rei, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphaël Troncy, Jorge Sebastián Lozano, Mar Gaitán Salvatella
Multimodal Metadata Assignment for Cultural Heritage Artifacts. CoRR (2024)
Tuan Nguyen, Max Mehltretter, Franz Rottensteiner
Depth-aware Panoptic Segmentation. CoRR (2024)
Luis Rei, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphaël Troncy, Jorge Sebastián Lozano, Mar Gaitán Salvatella
Multimodal metadata assignment for cultural heritage artifacts. Multim. Syst. 29 (2) (2023)
Mareike Dorozynski, Franz Rottensteiner
Deep Descriptor Learning with Auxiliary Classification Loss for Retrieving Images of Silk Fabrics in the Context of Preserving European Silk Heritage. ISPRS Int. J. Geo Inf. 11 (2) (2022)
Michael Kölle, Dominik Laupheimer, Stefan Schmohl, Norbert Haala, Franz Rottensteiner, Jan Dirk Wegner, Hugo Ledoux
The Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo. CoRR (2021)
Lin Chen, Franz Rottensteiner, Christian Heipke
Feature detection and description for image matching: from hand-crafted design to deep learning. Geo spatial Inf. Sci. 24 (1) (2021)
Max Coenen, Franz Rottensteiner
Probabilistic Vehicle Reconstruction Using a Multi-Task CNN. CoRR (2021)
Chun Yang, Franz Rottensteiner, Christian Heipke
A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases. CoRR (2021)
Dennis Wittich, Franz Rottensteiner
Appearance Based Deep Domain Adaptation for the Classification of Aerial Images. CoRR (2021)
Max Coenen, Franz Rottensteiner
Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape Prior. CoRR (2021)
Thomas Schleider, Raphaël Troncy, Thibault Ehrhart, Mareike Dorozynski, Franz Rottensteiner, Jorge Sebastián Lozano, Georgia Lo Cicero
Searching Silk Fabrics by Images Leveraging on Knowledge Graph and Domain Expert Rules. SUMAC @ ACM Multimedia (2021)
Christian Heipke, Franz Rottensteiner
Deep learning for geometric and semantic tasks in photogrammetry and remote sensing. Geo spatial Inf. Sci. 23 (1) (2020)
Alina E. Maas, Franz Rottensteiner, Christian Heipke
A label noise tolerant random forest for the classification of remote sensing data based on outdated maps for training. Comput. Vis. Image Underst. 188 (2019)
Max Coenen, Franz Rottensteiner
Probabilistic Vehicle Reconstruction Using a Multi-Task CNN. ICCV Workshops (2019)
Steffen Schön, Claus Brenner, Hamza Alkhatib, Max Coenen, Hani Dbouk, Nicolas Garcia Fernandez, Colin Fischer, Christian Heipke, Katja Lohmann, Ingo Neumann, Uyen Nguyen, Jens-André Paffenholz, Torben Peters, Franz Rottensteiner, Julia Schachtschneider, Monika Sester, Ligang Sun, Sören Vogel, Raphael Voges, Bernardo Wagner
Integrity and Collaboration in Dynamic Sensor Networks. Sensors 18 (7) (2018)
Gholam Reza Dini, Karsten Jacobsen, Franz Rottensteiner, Mehdi Ravanbakhsh, Paolo Gamba, Christian Heipke
A Hybrid Approach for Delineation of Building Footprints From Space-borne Stereo Images. IGARSS (2018)
Pedro Achanccaray Diaz, Raul Queiroz Feitosa, Franz Rottensteiner, Ieda Del'Arco Sanches, Christian Heipke
Spatial-temporal conditional random field based model for crop recognition in tropical regions. IGARSS (2017)
Dimitri Bulatov, Benedikt Kottler, Franz Rottensteiner
Energy minimization of discrete functions with higher-order potentials for depth map generation. ICPR (2016)
Thorsten Hoberg, Franz Rottensteiner, Raul Queiroz Feitosa, Christian Heipke
Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Alena Schmidt, Joachim Niemeyer, Franz Rottensteiner, Uwe Soergel
Contextual Classification of Full Waveform Lidar Data in the Wadden Sea. IEEE Geosci. Remote. Sens. Lett. 11 (9) (2014)
Andreas Christian Braun, Carolina Rojas, Cristian Echeverri, Franz Rottensteiner, Hans-Peter Bähr, Joachim Niemeyer, Mauricio Aguayo Arias, Sergey Kosov, Stefan Hinz, Uwe Weidner
Design of a Spectral-Spatial Pattern Recognition Framework for Risk Assessments Using Landsat Data - A Case Study in Chile. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (3) (2014)
Sergey Kosov, Franz Rottensteiner, Christian Heipke
Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields. GCPR (2013)
Sergey Kosov, Pushmeet Kohli, Franz Rottensteiner, Christian Heipke
A two-layer Conditional Random Field for the classification of partially occluded objects. CoRR (2013)
Franz Rottensteiner
Advanced methods for automated object extraction from LiDAR in urban areas. IGARSS (2012)
Joachim Niemeyer, Jan Dirk Wegner, Clément Mallet, Franz Rottensteiner, Uwe Soergel
Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data. PIA (2011)
Ali Özgün Ok, Jan Dirk Wegner, Christian Heipke, Franz Rottensteiner, Uwe Soergel, Vedat Toprak
In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets. PIA (2011)
Thorsten Hoberg, Franz Rottensteiner, Christian Heipke
Classification of multitemporal remote sensing data of different resolution using Conditional Random Fields. ICCV Workshops (2011)
Marcel Ziems, Christian Heipke, Franz Rottensteiner
SVM-based road verification with partly non-representative training data. JURSE (2011)
Franz Rottensteiner
Automation of object extraction from LiDAR in urban areas. IGARSS (2010)
Franz Rottensteiner, Thomas Weser, Adam Lewis, Clive S. Fraser
A Strip Adjustment Approach for Precise Georeferencing of ALOS Optical Imagery. IEEE Trans. Geosci. Remote. Sens. 47 (12-1) (2009)
Martin Rutzinger, Franz Rottensteiner, Norbert Pfeifer
A Comparison of Evaluation Techniques for Building Extraction From Airborne Laser Scanning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2 (1) (2009)
Franz Rottensteiner, John C. Trinder, Simon Clode, Kurt Kubik
Using the Dempster-Shafer method for the fusion of LIDAR data and multi-spectral images for building detection. Inf. Fusion 6 (4) (2005)
Franz Rottensteiner, John C. Trinder, Simon Clode
Data acquisition for 3D city models from LIDAR extracting buildings and roads. IGARSS (2005)
Franz Rottensteiner, John C. Trinder, Simon Clode, Kurt Kubik, Brian C. Lovell
Building Detection by Dempster-Shafer Fusion of LIDAR Data and Multispectral Aerial Imagery. ICPR (2) (2004)
Franz Rottensteiner
Automatic Generation of High-Quality Building Models from Lidar Data. IEEE Computer Graphics and Applications 23 (6) (2003)
Franz Rottensteiner, John C. Trinder, Simon Clode, Kurt Kubik
Building Detection Using LIDAR Data and Multispectral Images. DICTA (2003)