Prof. Dr.-Ing. Stefan Hinz

Raum: 027
CS 20.40
stefan hinz ∂does-not-exist.kit edu

Englerstr. 7
76131 Kalrsruhe

Biographie

Herausgeberschaften

Publikationen

Research

Activities

Biographie

Persönliche Angaben
Name:	Stefan Janos Hinz
Geburtsort:	Bamberg
Geburtsdatum:	21. Oktober 1972

Studium
1993 - 1998	Vermessungswesen, TU München Dipl.-Ing. (univ.) Vermessungswesen

Beruflicher Werdegang
1998 - 2003	wissenschaftlicher Angestellter am Lehrstuhl für Photogrammetrie und Fernerkundung der Technischen Universität München (TUM)
1999 (März - Juni)	Gastwissenschaftler am Institute for Robotics and Intelligent Systems, University of Southern California, Los Angeles, USA (gefördert durch DAAD-Vollstipendium)
2003 (Dezember)	Promotion zum Doktor-Ingenieur (Abschluss mit Auszeichnung: "summa cum laude")
2003 - 2008	wissenschaftlicher Assistent und Vertreter des Lehrstuhlinhabers am Lehrstuhl für Methodik der Fernerkundung der TUM
2004 - heute	Leiter der Helmholtz-Hochschulnachwuchsgruppe im TUM-DLR Kompetenzzentrum "Automatisches Bildverstehen in hochaufgelösten Fernerkundungsdaten"
2004 (Mai)	Gastaufenthalt an der Universität Olsztyn, Polen (gefördert durch ERASMUS Dozentenmobilitätsprogramm)
2007 - heute	PI der Research Training Groups "Dynamic Earth" und "Safe Earth" der TUM International School of Science and Engineering (IGSSE)
2008 (Dezember)	Habilitation an der TU München für den Fachbereich Photogrammetrie, Fernerkundung und Bildanalyse
2008 (Dezember)	W3-Professur "Fernerkundung und Bildverarbeitung" an der Universität Karlsruhe (TH).

Herausgeberschaften

Gähler, M., Hinz, S.: DeSecure, 2010 (Eds.): Satelllitengestützte Kriseninformation für Deutschland. Photogrammetrie – Fernerkundung – Geoinformation 10(6).

Stilla, U., Heipke, C., Rottensteiner, F., Hinz, S., 2007 (Eds): PIA07 (Photogrammetric Image Analysis 2007). International Archives of Photogrammetry, Remote Sensing, and Spatial Information Sciences, Vol. 36-3W/49A-B.

Hinz, S., Bamler, R., Stilla, U., 2006 (Eds): ISPRS Journal Theme Issue: "Airborne and Spaceborne Traffic Monitoring". International Journal of Photogrammetry and Remote Sensing, 61(3/4).

Stilla, U., Rottensteiner, F., Hinz, S., 2005 (Eds): CMRT05 (City Modeling Road Extraction and Traffic Monitoring 2005). International Archives of Photogrammetry, Remote Sensing, and Spatial Information Sciences, Vol. 36-3W/24.

Publikationen

2024

Land Subsidence in the Mekong Delta Derived From Advanced Persistent Scatterer Interferometry With an Infrastructural Reference Network
Dörr, N.; Schenk, A.; Hinz, S.
2024. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, 12077–12091. doi:10.1109/JSTARS.2024.3420130
Vertical surface displacement time series in the Vietnamese Mekong Delta derived from Advanced Sentinel-1 Persistent Scatterer Interferometry
Dörr, N.; Schenk, A.; Hinz, S.
2024, Juni 28. doi:10.35097/YYpQiWnfZaqMVybS
New feature based on influence lines for anomaly detection in bridge monitoring
Döring, A.; Vogelbacher, M.; Schneider, O.; Müller, J.; Hinz, S.; Matthes, J.
2024, Juni 25. 12th Bridge Maintenance, Safety, Management, Digitalization and Sustainability (IABMAS 2024), Kopenhagen, Dänemark, 24.–28. Juni 2024
New feature based on influence lines for anomaly detection in bridge monitoring
Döring, A.; Vogelbacher, M.; Schneider, O.; Müller, J.; Hinz, S.; Matthes, J.
2024. Bridge Maintenance, Safety, Management, Digitalization and Sustainability, 12th Bridge Maintenance, Safety, Management, Digitalization and Sustainability (IABMAS 2024), Kopenhagen, Dänemark, 24.06.2024–28.06.2024, Artkl.Nr.: 4140, CRC Press
Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications
Hillemann, M.; Langendörfer, R.; Heiken, M.; Mehltretter, M.; Schenk, A.; Weinmann, M.; Hinz, S.; Heipke, C.; Ulrich, M.
2024. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-2-2024, 137–144. doi:10.5194/isprs-archives-XLVIII-2-2024-137-2024

2023

Pol-InSAR-Island - A benchmark dataset for multi-frequency Pol-InSAR data land cover classification
Hochstuhl, S.; Pfeffer, N.; Thiele, A.; Hinz, S.; Amao-Oliva, J.; Scheiber, R.; Reigber, A.; Dirks, H.
2023. ISPRS Open Journal of Photogrammetry and Remote Sensing, 10, Article no: 100047. doi:10.1016/j.ophoto.2023.100047
PSDefoPAT—Persistent Scatterer Deformation Pattern Analysis Tool
Evers, M.; Thiele, A.; Hammer, H.; Hinz, S.
2023. Remote Sensing, 15 (19), Art.-Nr.: 4646. doi:10.3390/rs15194646
Pol-InSAR-Island - A Benchmark Dataset for Multi-frequency Pol-InSAR Data Land Cover Classification (Version 2)
Hochstuhl, S. M.; Pfeffer, N.; Thiele, A.; Hinz, S.; Amao-Oliva, J.; Scheiber, R.; Reigber, A.; Dirks, H.
2023, August 18. doi:10.35097/1700
Terrestrial Visual Dust Density Estimation Based On Deep Learning
Michel, A.; Weinmann, M.; Schenkel, F.; Gomez, T.; Falvey, M.; Schmitz, R.; Middelmann, W.; Hinz, S.
2023. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasedena, USA, 16-21 July 2023, 4923 – 4926, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS52108.2023.10281563
Wishart-Umap - Translating Pixel Similarity of PolSAR Images To Real-Valued Feature Descriptors
Hochstuhl, S.; Hammer, H.; Thiele, A.; Hinz, S.
2023. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasedena, USA, 16-21 July 2023, 5966 – 5969, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS52108.2023.10281658
Pol-InSAR-Island - A Benchmark Dataset for Multi-frequency Pol-InSAR Data Land Cover Classification
Hochstuhl, S. M.; Pfeffer, N.; Thiele, A.; Hinz, S.; Amao-Oliva, J.; Scheiber, R.; Reigber, A.; Dirks, H.
2023, Juni 20. doi:10.5445/IR/1000159469
Investigations of Ratio-Based Integrated Influence Lines as Features for Bridge-Damage Detection
Döring, A.; Vogelbacher, M.; Schneider, O.; Müller, J.; Hinz, S.; Matthes, J.
2023. Infrastructures, 8 (4), Art.-Nr. 72. doi:10.3390/infrastructures8040072
Entwicklung eines mobilen, automatisierten, optischen Inspektionssystems für radioaktive Fassgebinde (EMOS). Teil II: Eingehende Darstellung
Gentes, S.; Barretto, T.; Hinz, S.; Haitz, D.
2023. Bundesministerium für Bildung und Forschung (BMBF)
Entwicklung eines mobilen, automatisierten, optischen Inspektionssystems für radioaktive Fassgebinde (EMOS). Teil II: Eingehende Darstellung
Gentes, S.; Barretto, T.; Hinz, S.; Haitz, D.
2023. Technische Informationsbibliothek (TIB)
Entwicklung eines mobilen, automatisierten, optischen Inspektionssystems für radioaktive Fassgebinde (EMOS). Teil 1: Kurzbericht
Gentes, S.; Barretto, T.; Hinz, S.; Haitz, D.
2023. Bundesministerium für Bildung und Forschung (BMBF)
Entwicklung eines mobilen, automatisierten, optischen Inspektionssystems für radioaktive Fassgebinde (EMOS). Teil 1: Kurzbericht
Gentes, S.; Barretto, T.; Hinz, S.; Haitz, D.
2023. Technische Informationsbibliothek (TIB)
"Entwicklung eines mobilen automatisierten, optischen Inspektionssystems für radioaktive Fassgebinde (EMOS)" Teil II Abschlussbericht
Gentes, S.; Barretto, T.; Hinz, S.; Haitz, D.
2023
Kurzbericht zum Verbundvorhaben: "Entwicklung eines mobilen automatisierten, optischen Inspektionssystems für radioaktive Fassgebinde (EMOS)" Teil I
Barretto, T.; Gentes, S.; Hinz, S.; Haitz, D.
2023. Schlussbericht EMOS (2023), Bonn, Deutschland, 31. Dezember 2023
Eingehende Darstellung zum Verbundvorhaben: "Entwicklung eines mobilen automatisierten, optischen Inspektionssystems für radioaktive Fassgebinde (EMOS)" Teil II
Barretto, T.; Gentes, S.; Hinz, S.; Haitz, D.
2023. Schlussbericht EMOS (2023), Bonn, Deutschland, 31. Dezember 2023
Your Input Matters—Comparing Real-Valued PolSAR Data Representations for CNN-Based Segmentation
Hochstuhl, S.; Pfeffer, N.; Thiele, A.; Hammer, H.; Hinz, S.
2023. Remote Sensing, 15 (24), Art.-Nr.: 5738. doi:10.3390/rs15245738
Mathematical and physical approaches to infer absolute zenith wet delays from double differential interferometric observations using ERA5 atmospheric reanalysis
Kamm, B.; Schenk, A.; Yuan, P.; Hinz, S.
2023. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-M-1-2023, 153–159. doi:10.5194/isprs-archives-XLVIII-M-1-2023-153-2023

2022

Fully Integrated Temporary Persistent Scatterer Interferometry
Dörr, N.; Schenk, A.; Hinz, S.
2022. IEEE Transactions on Geoscience and Remote Sensing, 60, Art no. 4412815. doi:10.1109/TGRS.2022.3200155
On the Relevance of Temporary Persistent Scatterers for Long-Term PS-InSAR Monitoring
Dörr, N.; Schenk, A.; Hinz, S.
2022. EUSAR 2022 ; 14th European Conference on Synthetic Aperture Radar, 541–546, VDE Verlag
Systematic Analysis of Initial Settlement of new Constructions in the Mekong Delta by Coherence Change Detection of Temporary Persistent Scatterers
Dörr, N.; Schenk, A.; Hinz, S.
2022. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, 17-22 July 2022, 1111–1114, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS46834.2022.9883381
Ratio-based features for bridge damage detection based on displacement influence line and curvature influence line
Döring, A.; Vogelbacher, M.; Schneider, O.; Müller, J.; Hinz, S.; Matthes, J.
2022, Juli 11. 11th International Conference on Bridge Maintenance, Safety and Management (IABMAS 2022), Barcelona, Spanien, 11.–15. Juli 2022
Ratio-based features for bridge damage detection based on displacement influence line and curvature influence line
Döring, A.; Vogelbacher, M.; Schneider, O.; Müller, J.; Hinz, S.; Matthes, J.
2022. Bridge Safety, Maintenance, Management, Life-Cycle, Resilience and Sustainability, CRC Press
Geocoding of ground-based SAR data for infrastructure objects using the Maximum A Posteriori estimation and ray-tracing
Rebmeister, M.; Auer, S.; Schenk, A.; Hinz, S.
2022. ISPRS Journal of Photogrammetry and Remote Sensing, 189, 110–127. doi:10.1016/j.isprsjprs.2022.04.030
Glacier Monitoring Based on Multi-Spectral and Multi-Temporal Satellite Data: A Case Study for Classification with Respect to Different Snow and Ice Types
Florath, J.; Keller, S.; Abarca-del-Rio, R.; Hinz, S.; Staub, G.; Weinmann, M.
2022. Remote sensing, 14 (4), Article no: 845. doi:10.3390/rs14040845
FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery
Sun, X.; Wang, P.; Yan, Z.; Xu, F.; Wang, R.; Diao, W.; Chen, J.; Li, J.; Feng, Y.; Xu, T.; Weinmann, M.; Hinz, S.; Wang, C.; Fu, K.
2022. ISPRS Journal of Photogrammetry and Remote Sensing, 184, 116–130. doi:10.1016/j.isprsjprs.2021.12.004
Preface: Technical Commission I
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B.
2022. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B1-2022, 7. doi:10.5194/isprs-archives-XLIII-B1-2022-7-2022
Preface: Technical Commission I
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B.
2022. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-1-2022, 7. doi:10.5194/isprs-annals-V-1-2022-7-2022
Impact of highly varying incidence angle on the feature space of polsar images
Schmitz, S.; Thiele, A.; Hammer, H.; Hinz, S.
2022. EUSAR 2022; 14th European Conference on Synthetic Aperture Radar, 360–365, Institute of Electrical and Electronics Engineers (IEEE)
A comprehensive high resolution data collection for tropospheric water vapor assessment for the Upper Rhine Graben, Germany
Fersch, B.; Kamm, B.; Shehaj, E.; Wagner, A.; Yuan, P.; Möller, G.; Schenk, A.; Geiger, A.; Hinz, S.; Kutterer, H.; Kunstmann, H.
2022. doi:10.1594/PANGAEA.936447
Tropospheric water vapor: a comprehensive high-resolution data collection for the transnational Upper Rhine Graben region
Fersch, B.; Wagner, A.; Kamm, B.; Shehaj, E.; Schenk, A.; Yuan, P.; Geiger, A.; Moeller, G.; Heck, B.; Hinz, S.; Kutterer, H.; Kunstmann, H.
2022. Earth System Science Data, 14 (12), 5287–5307. doi:10.5194/essd-14-5287-2022
The Filling Process of an Embankment Dam Monitored with PSI
Evers, M.; Thiele, A.; Hammer, H.; Hinz, S.
2022. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 1640–1643, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS46834.2022.9883950
VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification
Li, J.; Weinmann, M.; Sun, X.; Diao, W.; Feng, Y.; Hinz, S.; Fu, K.
2022. ISPRS Journal of Photogrammetry and Remote Sensing, 186, 19–33. doi:10.1016/j.isprsjprs.2022.01.012

2021

Automatic voxel-based 3D indoor reconstruction and room partitioning from triangle meshes
Hübner, P.; Weinmann, M.; Wursthorn, S.; Hinz, S.
2021. ISPRS journal of photogrammetry and remote sensing, 181, 254–278. doi:10.1016/j.isprsjprs.2021.07.002
Style transfer-based domain adaptation for vegetation segmentation with optical imagery
Schenkel, F.; Hinz, S.; Middelmann, W.
2021. Applied optics, 60 (22), F109-F117. doi:10.1364/AO.423910
Analysis of Heterogeneous PS-InSAR Derived Subsidence Rates Using Categorized GIS Objects - A Case Study in the Mekong Delta
Dörr, N.; Schenk, A.; Hinz, S.
2021. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 11-16 July 2021, 2655–2658, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS47720.2021.9553297
Review on Convolutional Neural Networks (CNN) in vegetation remote sensing
Kattenborn, T.; Leitloff, J.; Schiefer, F.; Hinz, S.
2021. ISPRS journal of photogrammetry and remote sensing, 173, 24–49. doi:10.1016/j.isprsjprs.2020.12.010
FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery
Sun, X.; Wang, P.; Yan, Z.; Xu, F.; Wang, R.; Diao, W.; Chen, J.; Li, J.; Feng, Y.; Xu, T.; Weinmann, M.; Hinz, S.; Wang, C.; Fu, K.
2021. doi:10.48550/arXiv.2103.05569
Pose Normalization of Indoor Mapping Datasets Partially Compliant with the Manhattan World Assumption
Hübner, P.; Weinmann, M.; Wursthorn, S.; Hinz, S.
2021. Remote sensing, 13 (23), 4765. doi:10.3390/rs13234765
Concept to analyze the displacement time series of individual persistent scatterers
Evers, M.; Thiele, A.; Hammer, H.; Cadario, E.; Schulz, K.; Hinz, S.
2021. XXIV ISPRS Congress (2021 edition). Ed.: N. Paparoditis, 147–154, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprs-archives-XLIII-B3-2021-147-2021
Preface: Technical Commission I
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B.
2021. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B1-2021, 7. doi:10.5194/isprs-archives-XLIII-B1-2021-7-2021
Preface: Technical Commission I
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B.
2021. ISPRS annals, V-1-2021, 7. doi:10.5194/isprs-annals-V-1-2021-7-2021
Remote Sensing and Computer Vision Image Analysis: Summary and Recent Trends
Braun, A. C.; Weinmann, M.; Wursthorn, S.; Keller, S.; Schenk, A.; Jutzi, B.; Hinz, S.
2021. Object and pattern recognition in remote sensing. Ed.: S. Hinz, 323–346, Whittles Publishing
ReS²tAC—UAV-borne real-time SGM stereo optimized for embedded ARM and CUDA devices
Ruf, B.; Mohrs, J.; Weinmann, M.; Hinz, S.; Beyerer, J.
2021. Sensors, 21 (11), Article: 3938. doi:10.3390/s21113938
Evaluating the impacts of rice-based protection dykes on floodwater dynamics in the vietnamese mekong delta using geographical impact factor (Gif)
Vu, H. T. D.; Trinh, V. C.; Tran, D. D.; Oberle, P.; Hinz, S.; Nestmann, F.
2021. Water (Switzerland), 13 (9), Art.-Nr.: 1144. doi:10.3390/w13091144
Towards detecting, characterizing and rating of road class errors in crowd-sourced road network databases
Guth, J.; Keller, S.; Hinz, S.; Winter, S.
2021. Journal of spatial information science, 22, 31. doi:10.5311/JOSIS.2021.22.677
OCLeaS – A tomographic PSI Algorithm using Orthogonal Matching Pursuit and Complex Least Squares
Rebmeister, M.; Schenk, A.; Bradley, P. E.; Dörr, N.; Hinz, S.
2021. Procedia computer science, 181, 220–230. doi:10.1016/j.procs.2021.01.143
Deep Learning with WASI Simulation Data for Estimating Chlorophyll a Concentration of Inland Water Bodies
Maier, P.; Keller, S.; Hinz, S.
2021. Remote sensing, 13 (4), 718. doi:10.3390/rs13040718

2020

HEX: Hyperbolic Event eXtractor, a Seismic Phase Associator for Highly Active Seismic Regions
Woollam, J.; Rietbrock, A.; Leitloff, J.; Hinz, S.
2020. Seismological research letters, 91 (5), 2769–2778. doi:10.1785/0220200037
Monitoring Urban Expansion as a Result of Refugee Fluxes in North Jordan Using Remote Sensing Techniques
Shatnawi, N.; Weidner, U.; Hinz, S.
2020. Journal of urban planning and development, 146 (3), Art.-Nr.: 04020026. doi:10.1061/(ASCE)UP.1943-5444.0000584
Überwachung von Brückeninfrastrukturen : Neuer Ansatz von konventionellen und berührungslosen Sensoren
Keller, S.; Michel, C.; Schneider, O.; Müller, J.; Arnold, M.; Döring, A.; Hoyer, M.; Hinz, S.; Keller, H. B.
2020. Brückenbau, (3), 22–29
Preface: Technical Commission I
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B.
2020. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 43 (B1), 7. doi:10.5194/isprs-archives-XLIII-B1-2020-7-2020
Preface: Technical Commission I
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B.
2020. ISPRS annals, 5 (1), 7. doi:10.5194/isprs-annals-V-1-2020-7-2020
Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery
Hermann, M.; Ruf, B.; Weinmann, M.; Hinz, S.
2020. ISPRS annals, V-2-2020, 357–364. doi:10.5194/isprs-annals-V-2-2020-357-2020
Multi-source and multi-temporal image fusion on hypercomplex bases
Schmitt, A.; Wendleder, A.; Kleynmans, R.; Hell, M.; Roth, A.; Hinz, S.
2020. Remote sensing, 12 (6), 943. doi:10.3390/rs12060943
Observing geometry effects on a Global Navigation Satellite System (GNSS)-based water vapor tomography solved by least squares and by compressive sensing
Heublein, M.; Bradley, P. E.; Hinz, S.
2020. Annales geophysicae, 38 (1), 179–189. doi:10.5194/angeo-38-179-2020
Supervised and Semi-Supervised Self-Organizing Maps for Regression and Classification Focusing on Hyperspectral Data
Riese, F. M.; Keller, S.; Hinz, S.
2020. Remote sensing, 12 (1), Art. Nr.: 7. doi:10.3390/rs12010007

2019

Practical approach for synthetic aperture radar change analysis in urban environments
Boldt, M.; Thiele, A.; Schulz, K.; Meyer, F. J.; Hinz, S.
2019. Journal of applied remote sensing, 13 (03), Article: 0345281. doi:10.1117/1.JRS.13.034528
Künstliche Intelligenz in der Umweltforschung
Riese, F. M.; Sexauer, A.; Wetzel, C.; Reiling, Y.; Keller, S.; Hinz, S.
2019
HEX: Hyperbolic Event eXtractor, a seismic phase association algorithm for regions of intense seismicity
Woollam, J.; Rietbrock, A.; Hinz, S.; Leitloff, J.
2019. AGU Fall Meeting 2019, San Francisco, 9 – 13 December 2019
KLUM: An urban VNIR and SWIR spectral library consisting of building materials
Ilehag, R.; Schenk, A.; Huang, Y.; Hinz, S.
2019. Remote sensing, 11 (18), Article: 2149. doi:10.3390/rs11182149

2018

Analysis the development of triple rice cropping area in An Giang province in the last decade and its impact on flooding situations in the Mekong delta
Duong, V. H. T.; Nestmann, F.; Van, T. C.; Hinz, S.; Oberle, P.
2018. 10th Eastern European Young Water Professionals Conference (IWA YWP 2018), Zagreb, HR, May 7-12, 2018, 41–42
Radiometric Calibration of a UAV-Mounted Hyperspectral Snapshot Camera with Focus on Uniform Spectral Sampling
Kern, J.; Schenk, A.; Hinz, S.
2018. 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2018), Amsterdam, NL, September 23-26, 2018, Article No.8747027, IEEE Computer Society. doi:10.1109/WHISPERS.2018.8747027
Compressive sensing reconstruction of 3D wet refractivity based on GNSS and InSAR observations
Heublein, M.; Alshawaf, F.; Erdnüß, B.; Zhu, X. X.; Hinz, S.
2018. Journal of geodesy, 1–21. doi:10.1007/s00190-018-1152-0
Infrared measurements and estimation of temperature in the restrictive scope of an industrial cement plant
Gabriel, R.; Keller, S.; Matthes, J.; Waibel, P.; Keller, H. B.; Hinz, S.
2018. 2018 ISPRS Technical Commission I Midterm Symposium on Innovative Sensing - From Sensors to Methods and Applications; Karlsruhe; Germany; 10 October 2018 through 12 October 2018, 53–60, Curran. doi:10.5194/isprs-annals-IV-1-53-2018
On the categorization of high activity objects using differential attribute profiles
Boldt, M.; Thiele, A.; Schulz, K.; Hinz, S.
2018. The international archives of photogrammetry, remote sensing and spatial information sciences, 42 (1), 59–64. doi:10.5194/isprs-archives-XLII-1-59-2018
Klassifikation von Fahrzeugen aus RGB- und LiDAR-Daten mit Convolutional Neural Networks
Niessner, R.; Schilling, H.; Hinz, S.; Jutzi, B.
2018. 38. Wissenschaftlich-Technische Jahrestagung der DGPF und PFGK18 Tagung, München, 7-9. März 2018. Hrsg.: T.P. Kersten, 767–777, DGPF
PREFACE
Jutzi, B.; Weinmann, M.; Hinz, S.
2018. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-1, 1–3. doi:10.5194/isprs-archives-XLII-1-1-2018
PREFACE
Jutzi, B.; Weinmann, M.; Hinz, S.
2018. ISPRS annals, IV-1, 1–3. doi:10.5194/isprs-annals-IV-1-1-2018
SEMANTIC SEGMENTATION OF AERIAL IMAGERY VIA MULTI-SCALE SHUFFLING CONVOLUTIONAL NEURAL NETWORKS WITH DEEP SUPERVISION
Chen, K.; Weinmann, M.; Sun, X.; Yan, M.; Hinz, S.; Jutzi, B.; Weinmann, M.
2018. ISPRS annals, IV-1, 29–36. doi:10.5194/isprs-annals-IV-1-29-2018
DEEP SEMANTIC SEGMENTATION OF AERIAL IMAGERY BASED ON MULTI-MODAL DATA
Chen, K.; Fu, K.; Sun, X.; Weinmann, M.; Hinz, S.; Jutzi, B.; Weinmann, M.
2018. International Geoscience and Remote Sensing Symposium, Observing, Understanding and Forecasting the Dynamics of Our Planet (IGARSS 2018), Valencia, E, July 22-17, 2018, Institute of Electrical and Electronics Engineers (IEEE)
Hyperspectral Data and Machine Learning for Estimating CDOM, Chlorophyll a, Diatoms, Green Algae and Turbidity
Keller, S.; Maier, P.; Riese, F.; Norra, S.; Holbach, A.; Börsig, N.; Wilhelms, A.; Moldaenke, C.; Zaake, A.; Hinz, S.
2018. International journal of environmental research and public health, 15 (9), 1881/1–15. doi:10.3390/ijerph15091881
Urban change detection in TanDEM-X interferograms
Welte, A.; Hammer, H.; Thiele, A.; Hinz, S.
2018. 12th European Conference on Synthetic Aperture Radar, EUSAR 2018; Eurogress AachenAachen; Germany; 4 June 2018 through 7 June 2018, 148–152, VDE Verlag
On the classification of high activity objects
Boldt, M.; Thiele, A.; Schulz, K.; Hinz, S.
2018. 12th European Conference on Synthetic Aperture Radar, EUSAR 2018; Eurogress AachenAachen; Germany; 4 June 2018 through 7 June 2018, 131–136, VDE Verlag
Residual Shuffling Convolutional Neural Networks for Deep Semantic Image Segmentation Using Multi-Modal Data
Chen, K.; Weinmann, M.; Gao, X.; Yan, M.; Hinz, S.; Jutzi, B.
2018. 2018 ISPRS TC II Mid-term Symposium "Towards Photogrammetry 2020"; Riva del Garda; Italy, June 4-7, 2018. Ed.: T. Fuse, 65–72, Copernicus Publications. doi:10.5194/isprs-annals-IV-2-65-2018
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data
Keller, S.; Riese, F. M.; Stötzer, J.; Maier, P. M.; Hinz, S.
2018. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences - Symposium “Innovative Sensing – From Sensors to Methods and Applications”, Karlsruhe, Germany, 10–12 October 2018. Volume: IV-1, 101–108, ISPRS. doi:10.5194/isprs-annals-IV-1-101-2018
Estimation of Chlorophyll a, Diatoms and Green Algae Based on Hyperspectral Data with Machine Learning Approaches
Maier, P. M.; Hinz, S.; Keller, S.
2018. Photogrammetrie, Fernerkundung, Geoinformatik, Kartographie 2018 (PFGK18) : Beiträge der 37. Wissenschaftlich-Technische Jahrestagung der DGPF e.V., 5. Münchner GI-Runde Runder Tisch GIS e.V. und des 66. Deutscher Kartographie Kongress der DGfK e.V., München, Deutschland, 7. - 10. März 2018. Hrsg.: T. P. Kersten, 49–57, Deutsche Gesellschaft für Photogrammetrie
Modeling Subsurface Soil Moisture Based on Hyperspectral Data : First Results of a Multilateral Field Campaign
Keller, S.; Riese, F. M.; Allroggen, N.; Jackisch, C.; Hinz, S.
2018. Photogrammetrie, Fernerkundung, Geoinformatik, Kartographie 2018 (PFGK18) : Beiträge der 37. Wissenschaftlich-Technische Jahrestagung der DGPF e.V., 5. Münchner GI-Runde Runder Tisch GIS e.V. und des 66. Deutscher Kartographie Kongress der DGfK e.V., München, Deutschland, 7. - 9. März 2018. Hrsg.: T. P. Kersten, 34–48, Deutsche Gesellschaft für Photogrammetrie

2017

Revisiting Existing Classification Approaches for Building Materials Based on Hyperspectral Data
Ilehag, R.; Weinmann, M.; Schenk, A.; Keller, S.; Jutzi, B.; Hinz, S.
2017. The international archives of photogrammetry, remote sensing and spatial information sciences, XLII-3/W3, 65–71. doi:10.5194/isprs-archives-XLII-3-W3-65-2017
Die lange Nacht der Abschlussarbeit 5 am 2. März 2017 - Podiumsdiskussion: Wie kommt eigentlich meine Note zustande? - Bewertungskriterien von Abschlussarbeiten
Wanner, A.; Goebelbecker, H.-J.; Langemeyer, I.; Hinz, S.; Sielaff, L.; Zanger, F.
2017. (House of Competence (HoC), Hrsg.). doi:10.5445/IR/1000114558
Smarte online und in-situ operierende Multisensorsondensysteme für das moderne Gewässermonitoring
Norra, S.; Börsig, N.; Holbach, A.; Wilhelms, A.; Yang, J.; Haushahn, P.; Moldaenke, C.; Zaake, A.; Maier, P.; Keller, S.; Hinz, S.; Schmitt, C.; Düpmeier, C.
2017. DWA-Landesverbandstagung 2017 Baden-Württemberg, Fellbach, 12.-13.10.2017, 217–230, DWA
SAR-SIFT for matching multiple SAR images and radargrammetry [SAR-SIFT für das Matching von Multiplen SAR Bildern und Radargrammetry]
Dubois, C.; Nascetti, A.; Thiele, A.; Crespi, M.; Hinz, S.
2017. PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 85 (3), 149–158. doi:10.1007/s41064-017-0019-y
Analysis of phenological changes of high vegetation in amplitude images of SAR time series
Ihrig, R.; Kuny, S.; Thiele, A.; Hinz, S.
2017. SPIE Remote Sensing : Earth Resources and Environmental Remote Sensing/GIS Applications VIII, Warsaw, Poland, 11th - 14th September 2017, Art.Nr. 104280W, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2278417
Simulation of TanDEM-X Interferograms for Urban Change Detection
Welte, A.; Hammer, H.; Thiele, A.; Hinz, S.
2017. SPIE Remote Sensing : Earth Resources and Environmental Remote Sensing/GIS Applications VIII, Warsaw, Poland, 11th - 14th September 2017, Art.Nr. 1042804, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2278408
Change Classification in SAR Time Series : A Functional Approach
Boldt, M.; Thiele, A.; Schulz, K.; Hinz, S.
2017. SPIE Remote Sensing : Earth Resources and Environmental Remote Sensing/GIS Applications VIII, Warsaw, Poland, 11th - 14th September 2017, Art.Nr. 1042802, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2277578
Collaborative multi-scale 3D city and infrastructure modeling and simulation
Breunig, M.; Borrmann, A.; Rank, E.; Hinz, S.; Kolbe, T.; Schilcher, M.; Mundani, R.-P.; Jubierre, J. R.; Flurl, M.; Thomsen, A.; Donaubauer, A.; Ji, Y.; Urban, S.; Laun, S.; Vilgertshofer, S.; Willenborg, B.; Menninghaus, M.; Steuer, H.; Wursthorn, S.; Leitloff, J.; Al-Doori, M.; Mazroobsemnani, N.
2017. The international archives of photogrammetry, remote sensing and spatial information sciences, 42 (4W4), 341–352. doi:10.5194/isprs-archives-XLII-4-W4-341-2017
Tree species classification using within crown localization of waveform LiDAR attributes
Blomley, R.; Hovi, A.; Weinmann, M.; Hinz, S.; Korpela, I.; Jutzi, B.
2017. ISPRS journal of photogrammetry and remote sensing, 133, 142–156. doi:10.1016/j.isprsjprs.2017.08.013
Concept for classifying facade elements based on material, geometry and thermal radiation using multimodal UAV remote sensing
Ilehag, R.; Schenk, A.; Hinz, S.
2017. 4th ISPRS International Conference on Unmanned Aerial Vehicles in Geomatics, Bonn, Germany, 4th - 7th September 2017, 145–151, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprs-archives-XLII-2-W6-145-2017
Point cloud analysis for UAV-borne laser scanning with horizontally and vertically oriented line scanners - Concept and first results
Weinmann, M.; Müller, M. S.; Hillemann, M.; Reydel, N.; Hinz, S.; Jutzi, B.
2017. 4th ISPRS International Conference on Unmanned Aerial Vehicles in Geomatics, Bonn, Germany, 4th - 7th September 2017, 399–406, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprs-archives-XLII-2-W6-399-2017
MdBRIEF - a fast online-adaptable, distorted binary descriptor for real-time applications using calibrated wide-angle or fisheye cameras
Urban, S.; Weinmann, M.; Hinz, S.
2017. Computer vision and image understanding, 162, 71–86. doi:10.1016/j.cviu.2017.08.011
Investigation of the Potential of Hyperspectral EnMAP Data for Land Cover and Land Use Classification
Keller, S.; Braun, A. C.; Hinz, S.; Weinmann, M.
2017. Kulturelles Erbe erfassen und bewahren : Von der Dokumentation zum virtuellen Rundgang : 37. Wissenschaftlich-Technische Jahrestagung der DGPF, Würzburg, Deutschland, 7.-10. März 2017. Hrsg.: T. P. Kersten, 110–121, DGPF
MultiCol Bundle Adjustment : A Generic Method for Pose Estimation, Simultaneous Self-Calibration and Reconstruction for Arbitrary Multi-Camera Systems
Urban, S.; Wursthorn, S.; Leitloff, J.; Hinz, S.
2017. International journal of computer vision, 121 (2), 234–252. doi:10.1007/s11263-016-0935-0
Analytical and numerical investigations on the accuracy and robustness of geometric features extracted from 3D point cloud data
Dittrich, A.; Weinmann, M.; Hinz, S.
2017. ISPRS journal of photogrammetry and remote sensing, (126), 195–208. doi:10.1016/j.isprsjprs.2017.02.012

2016

MLPnP - A real-time maximum likelihood solution to the perspective-n-point problem
Urban, S.; Leitloff, J.; Hinz, S.
2016. ISPRS journal of photogrammetry and remote sensing, III-3, 131–138. doi:10.5194/isprs-annals-III-3-131-2016
Using TanDEM data for forest height estimation and change detection
Thiele, A.; Dubois, C.; Boldt, M.; Hinz, S.
2016. Earth Resources and Environmental Remote Sensing/GIS Applications VII, Edingburgh, UK, September 26, 2016. Ed.: U. Michel, 1000514, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2241795
An iterative approach to optimize change classification in SAR time series data
Boldt, M.; Thiele, A.; Schulz, K.; Hinz, S.
2016. Earth Resources and Environmental Remote Sensing/GIS Applications VII; Edinburgh, UK,September 27-29, 2016. Ed.: U. Michel, 100050X, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2240941
Towards a reliable detection of debris in high resolution SAR Images of Urban Areas
Kuny, S.; Hammer, H.; Schulz, K.; Hinz, S.
2016. 11th European Conference on Synthetic Aperture Radar, EUSAR 2016; Hamburg; Germany; 6 June 2016 through 9 June 2016, Art. Nr.: 7559416, VDE Verlag
Towards the categorization of changes at stuttgart airport
Boldt, M.; Falge, R.; Thiele, A.; Schulz, K.; Hinz, S.
2016. EUSAR 2016 : 11th European Conference on Synthetic Aperture Radar, 06 - 09 June, 2016, Hamburg, Germany, 7559372, VDE Verlag
Investigation of the impact of dimensionality reduction and feature selection on the classification of hyperspectral EnMAP data
Keller, S.; Braun, A. C.; Hinz, S.; Weinmann, M.
2016. 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, USA, 21 - 24 August 2016, 1–6
Comparison of small baseline interferometric SAR processors for estimating ground deformation
Gong, W.; Thiele, A.; Hinz, S.; Meyer, F. J.; Hooper, A.; Agram, P. S.
2016. Remote sensing, 8 (4), Art. Nr. 330. doi:10.3390/rs8040330
Building detection and building parameter retrieval in InSAR phase images
Dubois, C.; Thiele, A.; Hinz, S.
2016. ISPRS journal of photogrammetry and remote sensing, 114, 228–241. doi:10.1016/j.isprsjprs.2016.02.009

2015

Compressive sensing for neutrospheric water vapor tomography using GNSS and InSAR observations
Heublein, M.; Zhu, X. X.; Alshawaf, F.; Mayer, M.; Bamler, R.; Hinz, S.
2015. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy, 26-31 July 2015, 5268–5271, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2015.7327023
Contextual classification of point cloud data by exploiting individual 3D neighborhoods
Weinmann, M.; Schmidt, A.; Mallet, C.; Hinz, S.; Rottensteiner, F.; Jutzi, B.
2015. ISPRS annals, II-3/W4, 271–278. doi:10.5194/isprsannals-II-3-W4-271-2015
Efficient interpretation of 3D point clouds by assessing feature relevance
Weinmann, M.; Mallet, C.; Hinz, S.; Jutzi, B.
2015. Allgemeine Vermessungs-Nachrichten, 10, 308–315
Aktive Fernerkundungssensorik – Technologische Grundlagen und Abbildungsgeometrie
Jutzi, B.; Meyer, F.; Hinz, S.
2015. Handbuch der Geodäsie. Ed.: W. Freeden, 1–40, Springer-Verlag. doi:10.1007/978-3-662-46900-2_40-1
The EnMAP contest: developing and comparing classification approaches for the Environmental Mapping and Analysis Programme - Dataset and first results
Braun, A. C.; Weinmann, M.; Keller, S.; Müller, R.; Reinartz, P.; Hinz, S.
2015. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS Geospatial Week 2015; La Grande Motte; France; 28 September 2015 through 3 October 2015. Ed.: N. Paparoditis, 169–175, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprsarchives-XL-3-W3-169-2015
Accurate Estimation of Atmospheric Water Vapor Using GNSS Observations and Surface Meteorological Data
Alshawaf, F.; Fuhrmann, T.; Knopfler, A.; Luo, X.; Mayer, M.; Hinz, S.; Heck, B.
2015. IEEE transactions on geoscience and remote sensing, 53 (7), 3764–3771. doi:10.1109/TGRS.2014.2382713
Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers
Weinmann, M.; Jutzi, B.; Hinz, S.; Mallet, C.
2015. ISPRS journal of photogrammetry and remote sensing, 105, 286–304. doi:10.1016/j.isprsjprs.2015.01.016
Constructing accurate maps of atmospheric water vapor by combining interferometric synthetic aperture radar and GNSS observations
Alshawaf, F.; Hinz, S.; Mayer, M.; Meyer, F. J.
2015. Journal of geophysical research / Atmospheres, 120 (4), 1391–1403. doi:10.1002/2014JD022419
The Kennaugh element framework for multi-scale, multi-polarized, multi-temporal and multi-frequency SAR image preparation
Schmitt, A.; Wendleder, A.; Hinz, S.
2015. ISPRS journal of photogrammetry and remote sensing, 102, 122–139. doi:10.1016/j.isprsjprs.2015.01.007
Improved wide-angle, fisheye and omnidirectional camera calibration
Urban, S.; Leitloff, J.; Hinz, S.
2015. ISPRS journal of photogrammetry and remote sensing, 108, 72–79. doi:10.1016/j.isprsjprs.2015.06.005
Stochastic geometrical model and Monte Carlo optimization methods for building reconstruction from InSAR data
Zhang, Y.; Sun, X.; Thiele, A.; Hinz, S.
2015. ISPRS journal of photogrammetry and remote sensing, 108, 49–61. doi:10.1016/j.isprsjprs.2015.06.004
Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas
Weinmann, M.; Urban, S.; Hinz, S.; Jutzi, B.; Mallet, C.
2015. Computers & graphics, 49, 47–57. doi:10.1016/j.cag.2015.01.006
Water vapor mapping by fusing InSAR and GNSS remote sensing data and atmospheric simulations
Alshawaf, F.; Fersch, B.; Hinz, S.; Kunstmann, H.; Mayer, M.; Meyer, F. J.
2015. Hydrology and Earth System Sciences, 19 (12), 4747–4764. doi:10.5194/hess-19-4747-2015
Ableitung von Vorlandrauheiten für Strömungssimulationen auf der Basis von Full-Waveform-Airborne-Laserscannerdaten (FW-ALS)y
Kron, A.; Jutzi, B.; Leitloff, J.; Musall, M.; Nestmann, F.; Hinz, S.; Brockmann, H.
2015. Messen und Überwachen im Wasserbau und am Gewässer : 38. Dresdner Wasserbaukolloquium, 5. und 6. März 2015. Hrsg.: D. Aigner, 161–171, Selbstverl. der Techn. Univ
Ableitung von Flussvorlandrauheiten aus Laserdaten für die hydrodynamisch-numerische Modellierung
Hinz, S.; Jutzi, B.; Kron, A.; Leitloff, J.; Musall, M.; Nestmann, F.; Brockmann, H.
2015. Wasserstraßenbezogene geodätische Anwendungen und Produkte der Fernerkundung, Kolloquium am 18./19.11.2014 in Koblenz, 28–34, Bundesanstalt für Gewässerkunde
Water vapor mapping by fusing InSAR and GNSS remote sensing data and atmospheric simulations
Alshawaf, F.; Fersch, B.; Hinz, S.; Kunstmann, H.; Mayer, M.; Meyer, F. J.
2015. Hydrology and earth system sciences discussions, 12 (1), 363–404. doi:10.5194/hessd-12-363-2015

2014

Design of a Spectral-Spatial Pattern Recognition Framework for Risk Assessment Using Landsat Data – A Case Study in Chile
Braun, A. C.; Rojas, C.; Echeverri, C.; F. Rottensteiner; Bähr, H.-P.; Niemeyer, J.; Arias, M. A.; Kosov, S.; Hinz, S.; Weidner, U.
2014. IEEE journal of selected topics in applied earth observations and remote sensing, 7 (3), 917–928. doi:10.1109/JSTARS.2013.2293421
Thermal 3D mapping for object detection in dynamic scenes
Weinmann, M.; Leitloff, J.; Hoegner, L.; Jutzi, B.; Stilla, U.; Hinz, S.
2014. ISPRS annals, II-1, 53–60. doi:10.5194/isprsannals-II-1-53-2014
Towards people detection from fused time-of-flight and thermal infrared images
Hoegner, L.; Hanel, A.; Weinmann, M.; Jutzi, B.; Hinz, S.; Stilla, U.
2014. The international archives of photogrammetry, remote sensing and spatial information sciences, XL-3, 121–126. doi:10.5194/isprsarchives-XL-3-121-2014
Fusion von Time-of-Flight-Entfernungsdaten und thermalen IR-Bildern
Hoegner, L.; Roth, L.; Weinmann, M.; Jutzi, B.; Hinz, S.; Stilla, U.
2014. Allgemeine Vermessungs-Nachrichten, 5, 192–197
Building Detection in TanDEM-X Data
Dubois, C.; Thiele, A.; Hinz, S.
2014. 10th European Conference on Synthetic Aperture Radar (EUSAR 2014), Berlin, June 3-5, 2014, 866–869, VDE Verlag
Extraction of Building Parameters by SAR Radargrammetric Analysis of Layover Areas
Dubois, C.; Thiele, A.; Hinz, S.
2014. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014) : Quebec City, Quebec, Canada, 13 - 18 July 2014 ; [held in conjunction with the 35th Canadian Symposium on Remote Sensing (35th CSRS), 1305–1308, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2014.6946673
Analyzing the Spatial Distribution of PS Points
Falge, R.; Thiele, A.; Gong, W.; Hinz, S.; Meyer, F.
2014. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014) : Quebec City, Quebec, Canada, 13 - 18 July 2014 ; [held in conjunction with the 35th Canadian Symposium on Remote Sensing (35th CSRS), 2209–2212, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2014.6946907
Unsupervised Segmentation of HR SAR Time Series Amplitude Imagery Aiming on Context Based Change Categorization
Boldt, M.; Thiele, A.; Schulz, K.; Hinz, S.
2014. 10th European Conference on Synthetic Aperture Radar (EUSAR 2014), Berlin, June 3-5, 2014, 616–619, VDE Verlag
SAR Image Segmentation Using Morphological Attribute Profiles
Boldt, M.; Thiele, A.; Schulz, K.; Hinz, S.
2014. The international archives of photogrammetry, remote sensing and spatial information sciences, XL-3, 39–44. doi:10.5194/isprsarchives-XL-3-39-2014
Change analysis at Stuttgart airport using TerraSAR-X imagery
Boldt, M.; Thiele, A.; Cadario, E.; Schulz, K.; Hinz, S.
2014. Earth Resources and Environmental Remote Sensing/GIS Applications V, Amsterdam, The Netherlands, September 23-25, 2014. Ed.: M. Ulrich, 924502/1–8, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2065938
Brennstoffe aus Biomasse - neue Verfahrenskonzepte weisen große Potenziale auf
Graf, F.; Hinz, S.
2014. Energie-, Wasser-Praxis, 65 (1), 48–51
Towards a rigorous fusion of GNSS and InSAR observations for the purpose of water vapor retrieval
Heublein, M.; Alshawaf, F.; Mayer, M.; Hinz, S.; Heck, B.
2014. KIT Scientific Publishing. doi:10.5445/KSP/1000043259

2013

Automatic Feature-Based Point Cloud Registration for a Moving Sensor Platform
Weinmann, M.; Dittrich, A.; Hinz, S.; Jutzi, B.
2013. The international archives of photogrammetry, remote sensing and spatial information sciences, 40 (1/W1), 373–378. doi:10.5194/isprsarchives-XL-1-W1-373-2013
Self-Localization of a Multi-Fisheye Camera Based Augmented Reality System in Textureless 3d Building Models
Urban, S.; Leitloff, J.; Wursthorn, S.; Hinz, S.
2013. The international archives of photogrammetry, remote sensing and spatial information sciences, II-3/W2, 43–48. doi:10.5194/isprsannals-II-3-W2-43-2013
Extraction of builidng shape from TanDEM-X data
Thiele, A.; Wurth, M. M.; Even, M.; Hinz, S.
2013. The international archives of photogrammetry, remote sensing and spatial information sciences, XL-1/W1, 345–350. doi:10.5194/isprsarchives-XL-1-W1-345-2013
Automatic detection and recognition of man-made objects in high resolution remote sensing images using hierarchical semantic graph model
Sun, X.; Thiele, A.; Hinz, S.; Fu, K.
2013. The international archives of photogrammetry, remote sensing and spatial information sciences, 40 (1/W1), 333–338. doi:10.5194/isprsarchives-XL-1-W1-333-2013
City Models, Roads and Traffic (CMRT’13), Antalya, Turkey, November 12-13, 2013
Rottensteiner, F.; Stilla, U.; Hinz, S.
2013. International Society for Photogrammetry and Remote Sensing (ISPRS)
The Application of a Car Confidence Feature for the Classification of Cross-Roads Using Conditional Random Fields
Kosov, S.; Rottensteiner, F.; Heipke, C.; Leitloff, J.; Hinz, S.
2013. The international archives of photogrammetry, remote sensing and spatial information sciences, II-3/W3, 43–48. doi:10.5194/isprsannals-II-3-W3-43-2013
Synchrone Koregistrierung von 3D Punktwolken und thermischen Infrarotbildern
Hoegner, L.; Weinmann, M.; Jutzi, B.; Hinz, S.; Stilla, U.
2013. Photogrammetrie - Laserscanning - Optische 3D-Messtechnik: Beiträge der Oldenburger 3D-Tage 2013. Hrsg.: T. Luhmann, 264–271, Wichmann
Towards change detection in urban area by SAR interferometry and radargrammetry
Dubois, C.; Thiele, A.; Hinz, S.
2013. The international archives of photogrammetry, remote sensing and spatial information sciences, 40 (1W1), 99–104. doi:10.5194/isprsarchives-XL-1-W1-99-2013
Pixel-based approach for building heights determination by SAR radargrammetry
Dubois, C.; Thiele, A.; Hinz, S.
2013. The international archives of photogrammetry, remote sensing and spatial information sciences, II-3/W3, 19–24. doi:10.5194/isprsannals-II-3-W3-19-2013
Using morphological differential attribute profiles for change categorization in high resolution SAR images
Boldt, M.; Schulz, K.; Thiele, A.; Hinz, S.
2013. The international archives of photogrammetry, remote sensing and spatial information sciences, XL-1/W1, 29–34. doi:10.5194/isprsarchives-XL-1-W1-29-2013
Detecting and Characterizing Settlement Changes in Developing Countries Using VHSR Data: Case of the Coastal Area of Benin
Sturm-Hentschel, U.; Braun, A. C.; Hinz, S.; Vogt, J.
2013. Earth Observation of Global Changes (EOGC). Ed.: J. M. Krisp, 63–80, Springer-Verlag. doi:10.1007/978-3-642-32714-8_5
Parameter Determination by RapidEye and TerraSAR-X Data: A Step Toward a Remote Sensing Based Inventory, Monitoring and Fast Reaction System on Forest Enterprise Level
Schneider, T.; Elatawneh, A.; Rahlf, J.; Kindu, M.; Rappl, A.; Thiele, A.; Boldt, M.; Hinz, S.
2013. Earth Observation of Global Changes (EOGC). Ed.: J. M. Krisp, 81–107, Springer-Verlag. doi:10.1007/978-3-642-32714-8_6
Monitoring of Rivers and Catchments Using Remote Sensing Techniques
Hinz, S.
2013. Proceedings of the "Karlsruher Flussgebietstage 2013 - International Conference on Solids in River Basins", Karlsruhe, June 20th and 21st, 2013. Ed.: S. Fuchs, 39, Karlsruher Institut für Technologie (KIT)

2012

Kernel-Composition for Change Detection in Medium Resolution Remote Sensing Data
Braun, A. C.; Weidner, U.; Hinz, S.
2012. XXII ISPRS Congress 2012 : Melbourne, Australia, 25 August-1 September 2012 / International Society for Photogrammetry and Remote Sensing (ISPRS), 281–286, Curran
Classification in High-Dimensional Feature Spaces – Assessment Using SVM, IVM and RVM With Focus on Simulated EnMAP Data
Braun, A. C.; Weidner, U.; Hinz, S.
2012. IEEE journal of selected topics in applied earth observations and remote sensing, 5 (2), 436–443. doi:10.1109/JSTARS.2012.2190266
Airborne traffic monitoring in large areas using LiDAR data- theory and experiments
Yao, W.; Zhang, M.; Hinz, S.; Stilla, U.
2012. International Journal of Remote Sensing, 33 (12), 3930–3945. doi:10.1080/01431161.2011.637528
Fusing passive and active sensed images to gain infrared-textured 3D models
Weinmann, M.; Hoegner, L.; Leitloff, J.; Stilla, U.; Hinz, S.; Jutzi, B.
2012. The international archives of photogrammetry, remote sensing and spatial information sciences, XXXIX (B1), 71–76. doi:10.5194/isprsarchives-XXXIX-B1-71-2012
GIS-supported iterative filtering approach for building height estimation from InSAR data
Thiele, A.; Dubois, C.; Cadario, E.; Hinz, S.
2012. 9th European Conference on Synthetic Aperture Radar (EUSAR’12), Nürnberg, April 23-26, 2012, 19–22, VDE Verlag
Automated detection of storm damage in forest areas by analyzing TerraSAR-X data
Thiele, A.; Boldt, M.; Hinz, S.
2012. IEEE International Geoscience and Remote Sensing Symposium (IGARSS’12), München, July 22-27, 2012, 1672–1675, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2012.6351205
Einsatz der Fernerkundungssysteme TerraSAR-X und RapidEye im Katastrophenmanagement von Windwurfereignissen
Rappl, A.; Elatawneh, A.; Thiele, A.; Troycke, A.; Schneider, T.; Knoke, T.; Hinz, S.
2012. Informationstechnologie für eine nachhaltige Landbewirtschaftung - 29. Februar - 1. März 2012 in Freising. Hrsg.: M. Clasen, 235–238, Gesellschaft für Informatik (GI)
3D classification of crossroads from multiple aerial images using Markov random fields
Kosov, S.; Rottensteiner, F.; Heipke, C.; Leitloff, J.; Hinz, S.
2012. International Archives of Photogrammetry and Remote Sensing, XXXIX (B3), 479–484. doi:10.5194/isprsarchives-XXXIX-B3-479-2012
Atmosphärenkorrekturen durch Integration von InSAR und GNSS Beobachtungen
Hinz, S.; Alshawaf, F.; Fuhrmann, T.; Heck, B.; Knöpfler, A.; Luo, X.; Mayer, M.; Schenk, A.; Thiele, A.; Westerhaus, M.
2012. Tagungsband GeoMonitoring 2012 - 8.-9. März 2012 in Braunschweig. Hrsg.: W. Niemeier, 87–96, Technische Universität Braunschweig
The application and potential of Bayesian network fusion for automatic cartographic mapping
Hedman, K.; Hinz, S.
2012. IEEE International Geoscience and Remote Sensing Symposium (IGARSS’12), München, July 22-27, 2012, 6848–6851, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2012.6352590
Geometrical Fusion of Multitrack PS Point Clouds
Gernhardt, S.; Cong, X.; Eineder, M.; Hinz, S.; Bamler, R.
2012. IEEE Geoscience and Remote Sensing Letters, 9 (1), 38–42. doi:10.1109/LGRS.2011.2159190
Adaptive filtering of interferometric phases at building location
Dubois, C.; Thiele, A.; Hinz, S.
2012. IEEE International Geoscience and Remote Sensing Symposium (IGARSS’12), München, July 22-27, 2012, 6625–6628, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2012.6352080
Kernel Composition with the one-against-one Cascade for Integrating External Knowledge into SVM Classification
Braun, A. C.; Weidner, U.; Jutzi, B.; Hinz, S.
2012. Photogrammetrie, Fernerkundung, Geoinformation, 2012 (4), 371–384. doi:10.1127/1432-8364/20/0124
Kernel composition for Change Detection in Medium Resolution Remote Sensing Data
Braun, A. C.; Weidner, U.; Hinz, S.
2012. International Archives of Photogrammetry and Remote Sensing, XXXIX (B7), 281–286. doi:10.5194/isprsarchives-XXXIX-B7-281-2012
Towards 3D Geoinformatics and Computational Civil Engineering Support for Cooperative Tracks Planning
Breunig, M.; Borrmann, A.; Hinz, S.; Rank, E.; Schilcher, M.
2012. FIG Working Week, Rome, Italy, May 6-10, 2012, 5757/1–15, International Federation of Surveyors (FIG)
Analysis of atmospheric signals in spaceborne InSAR - toward water vapor mapping based on multiple sources
Alshawaf, F.; Fersch, B.; Hinz, S.; Kunstmann, H.; Mayer, M.; Thiele, A.; Westerhaus, M.; Meyer, F.
2012. IEEE International Geoscience and Remote Sensing Symposium (IGARSS’12), München, July 22-27, 2012, 1960–1963, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2012.6351118
Analysis of atmospheric effects in spaceborne InSAR - towards water vapour mapping based on multiple sensors
Alshawaf, F.; Fuhrmann, T.; Heck, B.; Hinz, S.; Knoepfler, A.; Luo, X.; Mayer, M.; Schenk, A.; Thiele, A.; Westerhaus, M.
2012. 9th European Conference on Synthetic Aperture Radar (EUSAR’12), Nürnberg, April 23-26, 2012, 219–222, VDE Verlag
Process analysis in the coastal zone of Bénin through remote sensing and socio-economic surveys
Teka, O.; Sturm-Hentschel, U.; Vogt, J.; Bähr, H.-P.; Hinz, S.; Sinsin, B.
2012. Ocean & Coastal Management, 67, 87–100. doi:10.1016/j.ocecoaman.2012.06.005

2011

"Kein zweites Duisburg" : Neues System zur Vorbeugung von Massenpaniken ; Beitrag bei Radio KIT am 16.12.2010
Nahm, A.; Hinz, S.; Radio KIT
2011. doi:10.5445/DIVA/2011-30
Integrating model knowledge into SVM classification - Fusing hyperspectral and laserscanning data by kernel composition
Braun, A. C.; Weidner, U.; Jutzi, B.; Hinz, S.
2011. International Society for Photogrammetry and Remote Sensing (ISPRS)
Support Vector Machines, Import Vector Machines and Relevance Vector Machines for Hyperspectral Classification – A Comparison
Braun, A. C.; Weidner, U.; Hinz, S.
2011. 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2011, Lisbon, Portugal, 6th - 9th June 2011, Art. Nr.: 6080861, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS.2011.6080861
Classifying Roof Materials using Data Fusion through Kernel Composition - Comparing v-SVM and One-class SVM
Braun, A. C.; Weidner, U.; Hinz, S.
2011. Joint Urban Remote Sensing Event (JURSE 2011) : Munich, Germany, 11 - 13 April 2011; [the 6th GRSS/ISPRS Joint Workshop on Data Fusion and Remote Sensing over Urban Areas (URBAN) and the 8th International Symposium of Remote Sensing of Urban Areas (URS)] / [sponsored by IEEE GRSS and ISPRS. Organized by: Department of Photogrammetry & Remote Sensing, Technische Universität München.] Ed.: U. Stilla., 377–380, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/JURSE.2011.5764798
Atmospheric water vapour determination by the integration of InSAR and GNSS observations
Alshawaf, F.; Fuhrmann, T.; Heck, B.; Hinz, S.; Knöpfler, A.; Luo, X.; Mayer, M.; Schenk, A.; Thiele, A.; Westerhaus, M.
2011. Proceedings, ESA Fringe 2011 Workshop, [Proceedings], 19.-23. September 2011, Frascati, Italien
Fusion of InSAR Data and GNSS Measurements for the Determination of Atmospheric Water Vapour - A Basic concept
Alshawaf, F.; Fuhrmann, T.; Heck, B.; Hinz, S.; Knöpfler, A.; Luo, X.; Mayer, M.; Schenk, A.; Thiele, A.; Westerhaus, M.
2011. Proceedings, Earth Observation of Global Change, [Proceedings], 13.-15. April 2011, München, CD
Integration of InSAR and GNSS Observations for the Determination of Atmospheric Water Vapour
Alshawaf, F.; Fuhrmann, T.; Heck, B.; Hinz, S.; Knöpfler, A.; Luo, X.; Mayer, M.; Schenk, A.; Thiele, A.; Westerhaus, M.
2011. Earth Observation of Global Changes (EOGC). Ed.: J. M. Krisp, 147–162, Springer-Verlag. doi:10.1007/978-3-642-32714-8_10
Ray-Tracing Simulation Techniques for Understanding High-Resolution SAR Images
Auer, S.; Hinz, S.; Bamler, R.
2011. IEEE Transactions on Geoscience and Remote Sensing, 48 (3), 1445–1456. doi:10.1109/TGRS.2009.2029339
Structural analysis of forest areas in high-resolution SAR images
Boldt, M.; Thiele, A.; Schulz, K.; Hinz, S.
2011. Earth resources and environmental remote sensins/GIS applications II : 20 - 22 September 2011, Prague, Czech Republic ; papers presented at the SPIE Conference "Earth Resources and Environmental Remote Sensing/GIS Applications" ; at SPIE Remote Sensing. Ed.: U. Michel, 81810S-1–81810S-15, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.898214
Towards Computer-Aided Collaborative Subway Track Planning in Multi-Scale 3D City and Building Models
Breunig, M.; Rank, E.; Schilcher, M.; Borrmann, A.; Hinz, S.; Mundani, R.; Ji, Y.; Menninghaus, M.; Donaubauer, A.; Steuer, H.; Vögtle, T.
2011. Proceedings of the 6th 3D Geoinfo Conference, Wuhan, China, 26-28 June 2011, CD
I4D City Information - Fusion of Multi-Aspect Angle High Resolution PS Point Clouds
Gernhardt, S.; Hinz, S.; Eineder, M.; Bamler, R.
2011. JURSE 2011 - Joint Urban Remote Sensing Event 2011, 11th to 13th April 2011, Munich, Bavaria, Germany, 57–60
A Scheme for the Detection and Tracking of People Tuned for Aerial Image Sequences
Schmidt, F.; Hinz, S.
2011. Photogrammetric image analysis : ISPRS Conference, PIA 2011, Munich, Germany, October 5 - 7, 2011. Ed.: U. Stilla, 257–270, Springer-Verlag. doi:10.1007/978-3-642-24393-6_22
Parameter determination by RapidEye and TerraSAR-X data - a step toward a remote sensing based inventory, monitoring and fast reaction system on forest enterprise level
Schneider, T.; Elatawneh, A.; Rahlf, J.; Kindu, M.; Rappl, A.; Thiele, A.; Boldt, M.; Hinz, S.
2011. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, Part 4/W19, CD
Characterizing Settlement Changes and its Implications in the Coastal Area of Benin using high resolution data
Sturm, U.; Braun, A. C.; Hinz, S.; Vogt, J.
2011. Proceedings. 3rd EOGC - Earth Observation on Global Changes, 13-15 April 2011, Munich, CD
Integrating external knowledge into SVM classification - Fusing hyperspectral and laserscanning data by kernel composition
Braun, A. C.; Weidner, U.; Jutzi, B.; Hinz, S.
2011. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, Part 4/W19, CD
Potentials of image based active ranging to capture dynamic scenes
Hinz, S.; Weinmann, M.; Runge, P.; Jutzi, B.
2011. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, Part 4/W19, CD
Smart Filtering of Interferometric Phases for Enhancing Building Reconstruction
Thiele, A.; Dubois, C.; Cadario, E.; Hinz, S.
2011. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, 161–166
Fast and automatic image-based registration of TLS data
Weinmann, M.; Weinmann, M.; Hinz, S.; Jutzi, B.
2011. ISPRS Journal of Photogrammetry and Remote Sensing, 66 (6, Supplement), 62–70. doi:10.1016/j.isprsjprs.2011.09.010
Extraction of motion estimation of vehicles in single-pass airborne LiDAR data towards urban traffic analysis
Yao, W.; Hinz, S.; Stilla, U.
2011. ISPRS Journal of Photogrammetry and Remote Sensing, 66 (3), 260–271. doi:10.1016/j.isprsjprs.2010.10.005
Investigation on the performance of velocity estimation of vehicles from airborne LiDAR data
Yao, W.; Wu, J.; Hinz, S.; Stilla, U.
2011. 2011 Joint Urban Remote Sensing Event (JURSE 2011) : Munich, Germany, 11 - 13 April 2011. Ed.: U. Stilla, 5–8, Institute of Electrical and Electronics Engineers (IEEE)
Integrating pedestrian simulation, tracking and event detection for crowd analysis
Butenuth, M.; Burkert, F.; Kneidl, A.; Borrmann, A.; Schmidt, F.; Hinz, S.; Sirmacek, B.; Hartmann, D.
2011. First IEEE ICCV Workshop on Modeling, Simulation and Visual Analysis of Large Crowds, 6-13 November, 2011, Barcelona, Spain, 150–157
A Combined Experimental and Simulation Approach to Develop Selective High-Affinity Small-Molecule Inhibitors of Cannabinoid Receptors CB1/CB2
Meliciani, I.; Volz, N.; Rempel, V.; Hinz, S.; Karcz, T.; Müller, C. E.; Bräse, S.; Wenzel, W.
2011. Biophysical Journal, 100 (3), 548a-549a. doi:10.1016/j.bpj.2010.12.3195
Towards computer-aided collaborative subway track planning in multi-scale 3D city and building models
Breunig, M.; Rank, E.; Schilcher, M.; Borrmann, M.; Hinz, S.; Mundani, R.-P.; Ji, Y.; Menninghaus, M.; Donaubauer, A.; Steuer, H.; Vögtle, T.
2011. Proceedings of the 6th 3D GeoInfo Conference, Wuhan University, P.R. China, 26. Juni bis 28. Juni 2011, 17 S
A combined experimental and simulation approach to develop selective high-affinity small-molecule inhibitors of cannabinoid receptors CB1/CB2
Meliciani, I.; Volz, N.; Rempel, V.; Hinz, S.; Karcz, T.; Müller, C. E.; Bräse, S.; Wenzel, W.
2011. Biophysical Society 55th Annual Meeting, Baltimore, Md., March 5-9, 2011 Biophysical Journal, 100(2011) Issue 3 Suppl.1, a-549a (Abstract) Workshop on Computer Simulation and Theory of Macromolecules, Hünfeld, April 15- 17, 2011 36th FEBS Congress, Torino, I, June 25-30, 2011

2010

"Massenpanik automatisch erkennen" : KIT Forschungsprojekt "Personentracking aus der Luft" will Großveranstaltungen sicherer machen
Hinz, S.; Radio Regenbogen
2010. (S. Fuchs, Hrsg.). doi:10.5445/DIVA/2010-412
"Lauter kleine Kachelmänner" : die Graduiertenschule "Grace" bietet Zusatzqualifikationen für Doktoranden im Bereich Klima und Umwelt
Hinz, S.; Radio Regenbogen
2010. (S. Fuchs, Hrsg.). doi:10.5445/DIVA/2010-371
Support Vector Machines for Vegetation Classification – A Revision
Braun, A. C.; Weidner, U.; Hinz, S.
2010. Photogrammetrie, Fernerkundung, Geoinformation, 4, 273–281. doi:10.1127/1432-8364/2010/0055
Vehicle detection in very high resolution satellite images of city areas
Leitloff, J.; Hinz, S.; Stilla, U.
2010. IEEE transactions on geoscience and remote sensing, 48 (7), 2795–2806. doi:10.1109/TGRS.2010.2043109
Automated classification of intact road networks in multi-sensorial remote sensing data for near-realtime disaster management
Frey, D.; Butenuth, M.; Hinz, S.
2010. Early Warning Systems for Transportation Infrastructures Workshop, Karlsruhe, 9-10 February 2009, 130–142, Koordinierungsbüro GEOTECHNOLOGIEN
Airborne Analysis and Assessment of Urban Traffic Scenes from LiDAR Data - Theory and Experiments
Yao, W.; Hinz, S.; Stilla, U.
2010. IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops (CVPR-W 2010), San Francisco, CA, USA, 13 - 18 June 2010, 75–82, Institute of Electrical and Electronics Engineers (IEEE)
Automatic vehicle extraction from airborne LiDARdata of urban areas aided by geodesic morphology
Yao, W.; Hinz, S.; Stilla, U.
2010. Pattern Recognition Letters, 31 (10), 1100–1108. doi:10.1016/j.patrec.2010.02.006
Combining GIS and InSAR data for 3D building reconstruction
Thiele, A.; Hinz, S.; Cadario, E.
2010. 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), Honolulu, Hawaii, USA, 25 - 30 July 2010, 2418–2421, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2010.5654387
Fusion of InSAR and GIS data for 3D building reconstruction and change detection
Thiele, A.; Hinz, S.; Cadario, E.
2010. Proceedings of the Workshop Fringe 2009, Frascati, Italy, 30 November - 4 December 2009; 1 CD-Rom. Ed.: H. Lacoste, 6 S., ESA Communications
3D building reconstruction by exploiting SAR and GIS data
Thiele, A.; Hinz, S.; Cadario, E.; Adam, N.
2010. Electronic proceedings / EUSAR 2010. 8th European Conference on Synthetic Aperture Radar, Aachen, 7 - 10 June 2010; 1 CD-Rom, 1102–1105, VDE Verlag
Settlement Process Studies in developing countries using diverse remote sensing data types
Sturm, U.; Braun, A. C.; Hinz, S.; Vogt, J.
2010. Proceedings of ISPRS Workshop on Remote Sensing Methods for Change Detection and Process Modelling, 18.-19.11.2010, Cologne, Germany; 1 CD-Rom, Universität Köln
Relations between SAR tomography and full-waveform LIDAR for structural analysis of forested areas
Jutzi, B.; Thiele, A.; Meyer, F.; Hinz, S.
2010. 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), Honolulu, Hawaii, USA, 25 - 30 July 2010, 3267–3270, Institute of Electrical and Electronics Engineers (IEEE)
Traffic Data Collection with TerraSARX and Performance Characterization
Hinz, S.; Suchandt, S.; Weihing, D.; Kurz, F.
2010. Radar remote sensing of urban areas. Ed.: U. Soergel, 187–214, Springer Netherlands
Automatische Analyse von Menschenmassen aus Luftbildsequenzen
Hinz, S.
2010. Fernerkundung in urbanen Räumen: Beiträge der Frühjahrstagung des DGPF-Arbeitskreises "Interpretation von Fernerkundungsdaten" vom 17. - 18. April 1997 in Regensburg. Hrsg.: T. Breuer, 114–120, Inst. für Geographie
DeSecure - satellitengestützte Kriseninformation für Deutschland
Gähler, M.; Hinz, S.
2010. Photogrammetrie - Fernerkundung - Geoinformation, 10 (6), 429–431. doi:10.1127/1432-8364/2010/0064
Evaluation of efficient methods for optical flow computation - Evaluierung effizienter Methoden zur Berechnung des optischen Flusses
Frey, D.; Ulrich, M.; Hinz, S.
2010. Photogrammetrie - Fernerkundung - Geoinformation, 10 (1), 5–16. doi:10.1127/1432-8364/2010/0036
A Modular System for Road Updating, Refinement and Classification from Satellite Images
Frey., D.; Butenuth, M.; Hinz, S.
2010. Photogrammetrie - Fernerkundung - Geoinformation, 10 (6), 451–462. doi:10.1127/1432-8364/2010/0067
Inventur und Monitoring über Satellitendaten? Nutzung von Satellitendaten für die forstliche Betriebsplanung
Elatawneh, A.; Rappl, A.; Schneider, T.; Thiele, A.; Hinz, S.
2010. AFZ, der Wald, 65 (19), 6–9
People Tracking and Trajectory Interpretation in Aerial Image Sequences
Burkert, F.; Schmidt, F.; Butenuth, M.; Hinz, S.
2010. The international archives of photogrammetry, remote sensing and spatial information sciences, 38 (3A), 209–214

2009

Co-registration of Time-of-Flight (TOF) camera generated 3d point clouds and thermal infrared images (IR)
Hoegner, L.; Weinmann, M.; Jutzi, B.; Hinz, S.; Stilla, U.
2009. 33. Wissenschaftlich-Technische Jahrestagung der Deutschen Gesellschaft für Photogrammetrie, Fernerkundung und Geoinformation e.V. (DGPF), Freiburg, 27. Februar - 1. März 2013. Hrsg.: E. Seyfert, 481–488, DGPF
Traffic Monitoring Without Single Car Detection From Optical Airborne Images
Zeller, K.; Hinz, S.; Rosenbaum, D.; Leitloff, J.; Reinartz, P.
2009. ISPRS Hannover Workshop 2009: High-Resolution Earth Imaging for Geospatial Information; 1 CD-Rom. Ed.: C. Heipke, 135/1–4, Hannover
Unveiling Short-Term Dynamic of Urban Areas with Airborne LiDARData for Change Detection
Yao, W.; Hinz, S.; Stilla, U.
2009. Proceedings of the 2nd International Conference on Earth Observation for Global Changes (EOGC2009), Chengdu, China, 25-29 May 2009, Chengdu
Object extraction based on 3d-segmentation of LiDAR data by combining mean shift with normalized cuts: two examples from urban areas
Yao, W.; Hinz, S.; Stilla, U.
2009. 2009 Joint Urban Remote Sensing Event, Shanghai, China, 20 - 22 May 2009, 1–6, Institute of Electrical and Electronics Engineers (IEEE)
Automatic Estimation of Vehicle Activity from Airborne Thermal Infrared Video of Urban Areas by Trajectory Classification
Yao, W.; Hinz, S.; Stilla, U.
2009. Photogrammetrie - Fernerkundung - Geoinformation, 2009 (5), 393–408
Vehicle Activity Indication from Airborne Lidar Data of Urban Areas by Binary Shape Classification of Point Sets
Yao, W.; Hinz, S.; Stilla, U.
2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 38 (3 / W4), 35–40
Traffic Information Extraction using Multi-temporal TerraSAR-X Data
Weihing, D.; Hinz, S.; Suchandt, S.; Runge. H.; Bamler, R.
2009. Zukunft mit Tradition: Vorträge bei der 29. wissenschaftlich-technische Jahrestagung der DGPF, Jena, 24. - 26. März 2009. Hrsg.: E. Seyfert, Deutsche Gesellschaft für Photogrammetrie
Test of ETFE-Foils Under Biaxial Stresses
Schiemann, L.; Hinz, S.; Stephani, M.
2009. Textile composites and inflatable structures IV: Proceedings of the IV International Conference on Textile Composites and Inflatable Structures, Stuttgart, Germany, 05 - 07 October 2009. Ed.: E. Oñate, CIMNE
Automatic Ship Detection in Space-borne SAR Images
Meyer, F.; Hinz, S.
2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 38 (1-4-7/W5)
Refining Correctness of Vehicle Detection and Tracking in Aerial Image Sequences by Means of Velocity and Trajectory Evaluation
Lenhart, D.; Hinz, S.
2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 38 (3 / W4), 181–186
An Image Engineering System for Inspection of Transparent Construction Materials
Hinz, S.; Stephani, M.; Schiemann, L.; Zeller, K.
2009. ISPRS Journal of Photogrammetry and Remote Sensing, 64 (3), 297–307
Theoretical Analysis of Building Height Estimation using Spaceborne SARInterferometry for Rapid Mapping Applications
Hinz, S.; Abelen, S.
2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 38 (3 / W4), 163–168
Density and Motion Estimation of People in Crowded Environments based on Image Sequences
Hinz, S.
2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 38 (1-4-7/W5)
Appearance of Persistent Scatterers for Different TerraSAR-X Acquisition Modes
Gernhardt, S.; Adam, N.; Hinz, S.; Bamler, R.
2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 38 (1-4-7/W5), 5 S
Automated detection and classification of intact road networks in multi-sensorial space-borne imagery for near-realtime disaster management
Frey, D.; Butenuth, M.; Hinz, S.
2009. Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2009), Cape Town, South Africa, 12 - 17 July 2009, IV/410–413, Institute of Electrical and Electronics Engineers (IEEE)
Analysis of Image Sequences for the Detection and Monitoring of Moving Traffic
Butenuth, M.; Reinartz, P.; Lenhart, D.; Rosenbaum, D.; Hinz, S.
2009. Photogrammetrie - Fernerkundung - Geoinformation, 2009 (5), 421–430
Ray Tracing and SAR-Tomography for 3D Analysis of Microwave Scattering at Man-Made Objects
Auer, S.; Zhu, X.; Hinz, S.; Bamler, R.
2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 38 (3 / W4), 157–162
3D Analysis of Scattering Effects Based on Ray-tracing Techniques
Auer, S.; Zhu, X.; Hinz, S.; Bamler, R.
2009. 2009 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2009), Cape Town, South Africa, 12 - 17 July 2009, III/17–20, Institute of Electrical and Electronics Engineers (IEEE)

2008

Automatic traffic monitoring based on aerial image sequences
Lenhart, D.; Hinz, S.; Leitloff, J.; Stilla, U.
2008. Pattern recognition and image analysis, 18 (3), 400–405. doi:10.1134/S1054661808030061
Traffic extraction and characterisation from optical remote sensing data
Hinz, S.; Lenhart, D.; Leitloff, J.
2008. The photogrammetric record, 23 (124), 424–440. doi:10.1111/j.1477-9730.2008.00497.x

2007

Inferring traffic activity from optical satellite images
Leitloff, J.; Hinz, S.; Stilla, U.
2007. The international archives of photogrammetry, remote sensing and spatial information sciences, 36 (3/W49B), 89–93
Estimation of traffic parameters in urban areas from satellite images
Leitloff, J.; Hinz, S.; Stilla, U.
2007. Urban Remote Sensing Joint Event, 2007, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/URS.2007.371822
Detection and Tracking of Vehicles in Low Frame Rate Aerial Image Sequences
Hinz, S.; Lenhart, D.; Leitloff, J.
2007. High-Resolution Earth Imaging for Geo-Spatial Information

2006

Detection of vehicle queues in Quickbird imagery of city areas
Leitloff, J.; Hinz, S.; Stilla, U.
2006. Photogrammetrie, Fernerkundung, Geoinformation, 2006 (4), 315
Automatic vehicle detection in satellite images
Leitloff, J.; Hinz, S.; Stilla, U.
2006. The international archives of photogrammetry, remote sensing and spatial information sciences, 36 (3), 221–227

2005

Vehicle queue detection in satellite images of urban areas
Leitloff, J.; Hinz, S.; Stilla, U.
2005. 3rd International Symposium Remote Sensing and Data Fusion Over Urban Areas, W27
Vehicle queue detection in complex urban areas by extraction and analysis of linear features
Leitloff, J.; Hinz, S.; Stilla, U.
2005. The international archives of photogrammetry, remote sensing and spatial information sciences, 36 (1/W3)
Automatic vehicle detection in space images supported by digital map data
Leitloff, J.; Hinz, S.; Stilla, U.
2005. ISPRS/DAGM joint Workshop on City Models, Road Databases, and Traffic Monitoring, CMRT05, Vienna
Context-supported vehicle detection in optical satellite images of urban areas
Hinz, S.; Leitloff, J.; Stilla, U.
2005. International Geoscience and Remote Sensing Symposium IGARSS 05, 2937–2941, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2005.1525684

Research

Prof. Hinz’ research activities in remote sensing and computer vision go back to 1998. From 1998 until 2003 his work focused on the development of theory and methods for automatic extraction of linear infrastructural objects – mainly road networks in urban and rural environments – from single and multi-view aerial or space-borne optical images. As team leader at the Remote Sensing Technology department of TU Muenchen (2004 onwards), Prof. Hinz’ research interests concentrated on automated image understanding using remote sensing images. Special focus was on model-based methods for detection and characterization of dynamic processes with particular emphasis on traffic flow in urban environments. In this context, his group developed image analysis models for different sensors such as optical, infrared and Synthetic Apeture Radar (SAR) data of different scales. Since 2006, research activities extended to methods for automatic analysis of high resolution optical and interferometric SAR images – in particular TerraSAR-X – with focus on Persistent Scatterer SAR Interferometry and high resolution SAR simulation of urban environments.

Activities

Prof. Hinz was head of a Helmholtz-Young-Investigator-Group and served as scientific secretary and co-chair of ISPRS commission III working groups "Models and Algorithms for Road Extraction and Traffic Monitoring" and "Image Sequence Analysis". He is currently principle investigator and project leader of numerous scientific projects (DFG, DLR, BMWi, industry, DAAD) dealing with model-based understanding of remote sensing data.

Moreover Prof. Hinz is the speaker of the Graduateschool for Climate and Environment (GRACE). It is the goal of GRACE to provide to its students not only highly specialized and interdisciplinary knowledge but also important key skill qualification. (homepage)