Franz Rottensteiner

Orcid: 0000-0003-1942-8210

Affiliations:
  • University of Hanover, Germany


According to our database1, Franz Rottensteiner authored at least 38 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies.
CoRR, 2024

Depth-aware Panoptic Segmentation.
CoRR, 2024

2023
Multimodal metadata assignment for cultural heritage artifacts.
Multim. Syst., April, 2023

2022
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., 2022

2021
Feature detection and description for image matching: from hand-crafted design to deep learning.
Geo spatial Inf. Sci., 2021

Appearance Based Deep Domain Adaptation for the Classification of Aerial Images.
CoRR, 2021

Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape Prior.
CoRR, 2021

A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases.
CoRR, 2021

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

Searching Silk Fabrics by Images Leveraging on Knowledge Graph and Domain Expert Rules.
Proceedings of the SUMAC'21: Proceedings of the 3rd Workshop on Structuring and Understanding of Multimedia heritAge Contents, 2021

2020
Deep learning for geometric and semantic tasks in photogrammetry and remote sensing.
Geo spatial Inf. Sci., 2020

2019
A label noise tolerant random forest for the classification of remote sensing data based on outdated maps for training.
Comput. Vis. Image Underst., 2019

Probabilistic Vehicle Reconstruction Using a Multi-Task CNN.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Integrity and Collaboration in Dynamic Sensor Networks.
Sensors, 2018

A Hybrid Approach for Delineation of Building Footprints From Space-borne Stereo Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Spatial-temporal conditional random field based model for crop recognition in tropical regions.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Energy minimization of discrete functions with higher-order potentials for depth map generation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

2014
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., 2014

Contextual Classification of Full Waveform Lidar Data in the Wadden Sea.
IEEE Geosci. Remote. Sens. Lett., 2014

2013
A two-layer Conditional Random Field for the classification of partially occluded objects.
CoRR, 2013

Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

2012
Advanced methods for automated object extraction from LiDAR in urban areas.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets.
Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011

Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data.
Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011

SVM-based road verification with partly non-representative training data.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Classification of multitemporal remote sensing data of different resolution using Conditional Random Fields.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Automation of object extraction from LiDAR in urban areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
A Strip Adjustment Approach for Precise Georeferencing of ALOS Optical Imagery.
IEEE Trans. Geosci. Remote. Sens., 2009

A Comparison of Evaluation Techniques for Building Extraction From Airborne Laser Scanning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2009

2005
Using the Dempster-Shafer method for the fusion of LIDAR data and multi-spectral images for building detection.
Inf. Fusion, 2005

Data acquisition for 3D city models from LIDAR extracting buildings and roads.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
Building Detection by Dempster-Shafer Fusion of LIDAR Data and Multispectral Aerial Imagery.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Automatic Generation of High-Quality Building Models from Lidar Data.
IEEE Computer Graphics and Applications, 2003

Building Detection Using LIDAR Data and Multispectral Images.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

2001
Fundamentals.
Proceedings of the Digital Image Analysis - Selected Techniques and Applications, 2001

Precise Photogrammetric Measurement: Location of Targets and Reconstruction of Object Surfaces.
Proceedings of the Digital Image Analysis - Selected Techniques and Applications, 2001

Image Matching Strategies.
Proceedings of the Digital Image Analysis - Selected Techniques and Applications, 2001


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