Stefan Hinz

Orcid: 0000-0002-7323-9800

According to our database1, Stefan Hinz authored at least 82 papers between 2000 and 2024.

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

Timeline

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PhD thesis 
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Bibliography

2024
FaSS-MVS: Fast Multi-View Stereo with Surface-Aware Semi-Global Matching from UAV-Borne Monocular Imagery.
Sensors, October, 2024

Land Subsidence in the Mekong Delta Derived From Advanced Persistent Scatterer Interferometry With an Infrastructural Reference Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications.
CoRR, 2024

2023
Your Input Matters - Comparing Real-Valued PolSAR Data Representations for CNN-Based Segmentation.
Remote. Sens., December, 2023

PSDefoPAT - Persistent Scatterer Deformation Pattern Analysis Tool.
Remote. Sens., October, 2023

Terrestrial Visual Dust Density Estimation Based On Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Wishart-Umap - Translating Pixel Similarity of PolSAR Images To Real-Valued Feature Descriptors.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

DustNet: Attention to Dust.
Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022
Fully Integrated Temporary Persistent Scatterer Interferometry.
IEEE Trans. Geosci. Remote. Sens., 2022

Glacier Monitoring Based on Multi-Spectral and Multi-Temporal Satellite Data: A Case Study for Classification with Respect to Different Snow and Ice Types.
Remote. Sens., 2022

The Filling Process of an Embankment Dam Monitored with PSI.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Systematic Analysis of Initial Settlement of new Constructions in the Mekong Delta by Coherence Change Detection of Temporary Persistent Scatterers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
ReS2tAC - UAV-Borne Real-Time SGM Stereo Optimized for Embedded ARM and CUDA Devices.
Sensors, 2021

Deep Learning with WASI Simulation Data for Estimating Chlorophyll a Concentration of Inland Water Bodies.
Remote. Sens., 2021

Pose Normalization of Indoor Mapping Datasets Partially Compliant with the Manhattan World Assumption.
Remote. Sens., 2021

Pose Normalization of Indoor Mapping Datasets Partially Compliant to the Manhattan World Assumption.
CoRR, 2021

FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery.
CoRR, 2021

Analysis of Heterogeneous PS-InSAR Derived Subsidence Rates Using Categorized GIS Objects - A Case Study in the Mekong Delta.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Multi-Source and Multi-Temporal Image Fusion on Hypercomplex Bases.
Remote. Sens., 2020

Supervised and Semi-Supervised Self-Organizing Maps for Regression and Classification Focusing on Hyperspectral Data.
Remote. Sens., 2020

Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery.
CoRR, 2020

OCLeaS - A tomographic PSI Algorithm using Orthogonal Matching Pursuit and Complex Least Squares.
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020

2019
KLUM: An Urban VNIR and SWIR Spectral Library Consisting of Building Materials.
Remote. Sens., 2019

2018
Is it possible to retrieve soil-moisture content from measured VNIR hyperspectral data?
CoRR, 2018

Radiometric Calibration of a UAV-Mounted Hyperspectral Snapshot Camera with Focus on Uniform Spectral Sampling.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Deep Semantic Segmentation of Aerial Imagery Based on Multi-Modal Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
MultiCol Bundle Adjustment: A Generic Method for Pose Estimation, Simultaneous Self-Calibration and Reconstruction for Arbitrary Multi-Camera Systems.
Int. J. Comput. Vis., 2017

mdBRIEF - a fast online-adaptable, distorted binary descriptor for real-time applications using calibrated wide-angle or fisheye cameras.
Comput. Vis. Image Underst., 2017

2016
Comparison of Small Baseline Interferometric SAR Processors for Estimating Ground Deformation.
Remote. Sens., 2016

MLPnP - A Real-Time Maximum Likelihood Solution to the Perspective-n-Point Problem.
CoRR, 2016

mdBrief - A Fast Online Adaptable, Distorted Binary Descriptor for Real-Time Applications Using Calibrated Wide-Angle Or Fisheye Cameras.
CoRR, 2016

MultiCol-SLAM - A Modular Real-Time Multi-Camera SLAM System.
CoRR, 2016

Investigation of the impact of dimensionality reduction and feature selection on the classification of hyperspectral EnMAP data.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

2015
Accurate Estimation of Atmospheric Water Vapor Using GNSS Observations and Surface Meteorological Data.
IEEE Trans. Geosci. Remote. Sens., 2015

Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas.
Comput. Graph., 2015

Parameterisation of layover detector for urban analysis in InSAR data.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Compressive sensing for neutrospheric water vapor tomography using GNSS and InSAR observations.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

GIS based ground moving target indication in time series of SAR amplitude images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 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

Analyzing the spatial distribution of coherent points in SAR interferograms.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Extraction of building parameters by SAR radargrammetric analysis of layover areas.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012
Classification in High-Dimensional Feature Spaces - Assessment Using SVM, IVM and RVM With Focus on Simulated EnMAP Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Geometrical Fusion of Multitrack PS Point Clouds.
IEEE Geosci. Remote. Sens. Lett., 2012

Automated detection of storm damage in forest areas by analyzing TerraSAR-X data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

The application and potential of Bayesian network fusion for automatic cartographic mapping.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Adaptive filtering of interferometric phases at building location.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Analysis of atmospheric signals in spaceborne InSAR - toward water vapor mapping based on multiple sources.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Einsatz der Fernerkundungssysteme TerraSAR-X und RapidEye im Katastrophenmanagement von Windwurfereignissen.
Proceedings of the Informationstechnologie für eine nachhaltige Landbewirtschaftung, Fokus: Forstwirtschaft, Referate der 32. GIL-Jahrestagung, 29. Februar, 2012

2011
Support vector machines, import vector machines and relevance vector machines for hyperspectral classification - A comparison.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

A Scheme for the Detection and Tracking of People Tuned for Aerial Image Sequences.
Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011

Investigation on the performance of velocity estimation of vehicles from airborne LiDAR data.
Proceedings of the Joint Urban Remote Sensing Event, 2011

4D city information - fusion of multi-aspect angle high resolution PS point clouds.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Classifying roof materials using data fusion through kernel composition - Comparing ν-SVM and one-class SVM.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Integrating pedestrian simulation, tracking and event detection for crowd analysis.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Vehicle Detection in Very High Resolution Satellite Images of City Areas.
IEEE Trans. Geosci. Remote. Sens., 2010

Ray-Tracing Simulation Techniques for Understanding High-Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2010

Automatic vehicle extraction from airborne LiDAR data of urban areas aided by geodesic morphology.
Pattern Recognit. Lett., 2010

Combining GIS and InSAR data for 3D building reconstruction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Relations between SAR tomography and full-waveform LIDAR for structural analysis of forested areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Airborne analysis and assessment of urban traffic scenes from LiDAR data - Theory and experiments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Automated Detection and Classification of Intact Road Networks in Multi-sensorial Spaceborne Imagery for Near-realtime Disaster Management.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

3D Analysis of Scattering Effects based on Ray Tracing Techniques.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Evaluation of a Statistical Fusion of Linear Features in SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Advanced Displacement Estimation for PSI using High Resolution SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Ray Tracing for Simulating Reflection Phenomena in SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Detection and velocity estimation of moving vehicles in high-resolution spaceborne synthetic aperture radar data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Traffic monitoring with spaceborne SAR - Theory, simulations, and experiments.
Comput. Vis. Image Underst., 2007

Detecting moving targets in dual-channel high resolution spaceborne SAR images with a compound detection scheme.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

The role of explicit modeling for inferring traffic activity from remote sensing date.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Automatic extraction of salient geometric entities from LIDAR point clouds.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Car detection in aerial thermal images by local and global evidence accumulation.
Pattern Recognit. Lett., 2006

Exploiting Multi-Aspect SAR Data for Object Extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005
A-priori information driven detection of moving objects for traffic monitoring by SAR.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Context-supported vehicle detection in optical satellite images of urban areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Fast and subpixel precise blob detection and attribution.
Proceedings of the 2005 International Conference on Image Processing, 2005

Spaceborne Traffic Monitoring with Dual Channel Synthetic Aperture Radar Theory and Experiments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
The feasibility of traffic monitoring with TerraSAR-X - analyses and consequences.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Automatische Extraktion urbaner Straßennetze aus Luftbildern.
PhD thesis, 2003

A fusion strategy for extraction of urban road nets form multiple images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Detection and counting of cars in aerial images.
Proceedings of the 2003 International Conference on Image Processing, 2003

2001
Vehicle Detection in Aerial Images Using Generic Features, Grouping, and Context.
Proceedings of the Pattern Recognition, 2001

2000
A scheme for road extraction in rural areas and its evaluation.
Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000


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