Publications

Kattenborn, T.; Leitloff, J.; Schiefer, F.; Hinz, S. (2021). Review on Convolutional Neural Networks (CNN) in vegetation remote sensing. ISPRS journal of photogrammetry and remote sensing, 173, 24–49. doi:10.1016/j.isprsjprs.2020.12.010

Ilehag, R.; Leitloff, J.; Weinmann, M.; Schenk, A. (2020). Urban Material Classification Using Spectral and Textural Features Retrieved from Autoencoders. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume V-1-2020, 2020, XXIV ISPRS Congress (2020 edition). Ed.: N. Paparoditis, 25–32, ISPRS. doi:10.5194/isprs-annals-V-1-2020-25-2020

Woollam, J.; Rietbrock, A.; Leitloff, J.; Hinz, S. (2020). HEX: Hyperbolic Event eXtractor, a Seismic Phase Associator for Highly Active Seismic Regions. Seismological research letters, 91 (5), 2769–2778. doi:10.1785/0220200037

Woollam, J.; Rietbrock, A.; Hinz, S.; Leitloff, J. (2019). HEX: Hyperbolic Event eXtractor, a seismic phase association algorithm for regions of intense seismicity. AGU Fall Meeting 2019, San Francisco, 9 – 13 December 2019.

Weinmann, M.; Hoegner, L.; Leitloff, J.; Stilla, U.; Jutzi, B. (2018). Fusion von 3D-Punktwolken und thermischen Infrarotbildern zur Objektdetektion in dynamischen Indoor-Szenen. Digitale Bildverarbeitung und Geoinformation. Hrsg.: S. Hinz, 59–79, Herbert Wichmann Verlag.

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). Collaborative multi-scale 3D city and infrastructure modeling and simulation. 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

Urban, S.; Wursthorn, S.; Leitloff, J.; Hinz, S. (2017). MultiCol Bundle Adjustment : A Generic Method for Pose Estimation, Simultaneous Self-Calibration and Reconstruction for Arbitrary Multi-Camera Systems. International journal of computer vision, 121 (2), 234–252. doi:10.1007/s11263-016-0935-0

Urban, S.; Leitloff, J.; Hinz, S. (2016). MLPnP - A real-time maximum likelihood solution to the perspective-n-point problem. ISPRS journal of photogrammetry and remote sensing, III-3, 131–138. doi:10.5194/isprs-annals-III-3-131-2016

Hinz, S.; Jutzi, B.; Kron, A.; Leitloff, J.; Musall, M.; Nestmann, F.; Brockmann, H. (2015). Ableitung von Flussvorlandrauheiten aus Laserdaten für die hydrodynamisch-numerische Modellierung. Wasserstraßenbezogene geodätische Anwendungen und Produkte der Fernerkundung, Kolloquium am 18./19.11.2014 in Koblenz, 28–34, Bundesanstalt für Gewässerkunde.

Kron, A.; Jutzi, B.; Leitloff, J.; Musall, M.; Nestmann, F.; Hinz, S.; Brockmann, H. (2015). Ableitung von Vorlandrauheiten für Strömungssimulationen auf der Basis von Full-Waveform-Airborne-Laserscannerdaten (FW-ALS)y. 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.

Urban, S.; Leitloff, J.; Hinz, S. (2015). Improved wide-angle, fisheye and omnidirectional camera calibration. ISPRS journal of photogrammetry and remote sensing, 108, 72–79. doi:10.1016/j.isprsjprs.2015.06.005

Blomley, R.; Weinmann, M.; Leitloff, J.; Jutzi, B. (2014). Shape distribution features for point cloud analysis - a geometric histogram approach on multiple scales. ISPRS annals, II-3, 9–16. doi:10.5194/isprsannals-II-3-9-2014

Leitloff, J.; Rosenbaum, D.; Kurz, F.; Meynberg, O.; Reinartz, P. (2014). An Operational System for Estimating Road Traffic Information from Aerial Images. Remote sensing, 6 (11), 11315–11341. doi:10.3390/rs61111315

Weinmann, M.; Leitloff, J.; Hoegner, L.; Jutzi, B.; Stilla, U.; Hinz, S. (2014). Thermal 3D mapping for object detection in dynamic scenes. ISPRS annals, II-1, 53–60. doi:10.5194/isprsannals-II-1-53-2014

Kosov, S.; Rottensteiner, F.; Heipke, C.; Leitloff, J.; Hinz, S. (2013). The Application of a Car Confidence Feature for the Classification of Cross-Roads Using Conditional Random Fields. 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

Urban, S.; Leitloff, J.; Wursthorn, S.; Hinz, S. (2013). Self-Localization of a Multi-Fisheye Camera Based Augmented Reality System in Textureless 3d Building Models. 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

Kosov, S.; Rottensteiner, F.; Heipke, C.; Leitloff, J.; Hinz, S. (2012). 3D classification of crossroads from multiple aerial images using Markov random fields. International Archives of Photogrammetry and Remote Sensing, XXXIX (B3), 479–484. doi:10.5194/isprsarchives-XXXIX-B3-479-2012

Kurz, F.; Türmer, S.; Meynberg, O.; Rosenbaum, D.; Runge, H.; Reinartz, P.; Leitloff, J. (2012). Low-cost optical camera systems for real-time mapping applications. Photogrammetrie, Fernerkundung, Geoinformation, 2012 (2), 159–176. doi:10.1127/1432-8364/2012/0109

Weinmann, M.; Hoegner, L.; Leitloff, J.; Stilla, U.; Hinz, S.; Jutzi, B. (2012). Fusing passive and active sensed images to gain infrared-textured 3D models. The international archives of photogrammetry, remote sensing and spatial information sciences, XXXIX (B1), 71–76. doi:10.5194/isprsarchives-XXXIX-B1-71-2012

Kurz, F.; Rosenbaum, D.; Leitloff, J.; Meynberg, O.; Reinartz, P. (2011). Real time camera system for disaster and traffic monitoring. Proceedings of International Conference on SMPR 2011. International Conference on Sensors and Models in Photogrammetry and Remote Sensing, 18.-19. Mai 2011, Teheran, Iran [Proceedings].

Leitloff, J. (2011). Detektion von Fahrzeugen in optischen Satellitenbildern. PhD dissertation. Technische Universität München (TUM).

Reinartz, P.; Rosenbaum, D.; Kurz, F.; Leitloff, J.; Meynberg, O. (2011). Real Time Airborne Monitoring for Disaster and Traffic Applications. ISRSE34 Proceedings. ISRSE34, 10.-15. April 2011, Sydney, Australien [Konferenz].

Rosenbaum, D.; Behrisch, M.; Leitloff, J.; Kurz, F.; Meynberg, O.; Reize, T.; Reinartz, P. (2011). An airborne camera system for rapid mapping in case of disaster and mass events. Proceedings of the Earth Observation for Global Change 2011 - EOGC 2011, Munich, Germany, 2011-04-13 to 2011-04-15.

Tian, J.; Leitloff, J.; Krauss, T.; Reinartz, P. (2011). Region Based Forest Change Detection from Cartosat-1 Stereo Imagery. ISPRS Hannover Workshop 2011, 14-17 June 2011, Hannover, Germany [Konferenz].

Türmer, S.; Leitloff, J.; Reinartz, P.; Stilla, U. (2011). Evaluation of selected features for car detection in aerial images. ISPRS Hannover Workshop 2011, 14.-17. Jun. 2011, Hannover [Konferenz].

Türmer, S.; Leitloff, J.; Reinartz, P.; Stilla, U. (2011). Vehicle Detection in Aerial Images using Boosted Classifier with Motion Mask. JURSE 2011, 11.-13. Apr. 2011, München, Deutschland [Konferenz], CD.

Türmer, S.; Leitloff, J.; Reinartz, P.; Stilla, U. (2011). Motion component supported Boosted Classifier for car detection in aerial imagery. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, Part 3 / W22, CD.

Kurz, F.; Rosenbaum, D.; Leitloff, J.; Reinartz, P. (2010). Satelliten- und luftgestützte Verkehrserfassung. Fernerkundliche Anwendungen zur Verkehrs- und Lageerfassung, 106–115, Wissenschaftliche Buchgesellschaft (wbg).

Leitloff, J.; Hinz, S.; Stilla, U. (2010). Vehicle detection in very high resolution satellite images of city areas. IEEE transactions on geoscience and remote sensing, 48 (7), 2795–2806. doi:10.1109/TGRS.2010.2043109

Meynberg, O.; Rosenbaum, D.; Kurz, F.; Leitloff, J.; Thomas, U. (2010). Efficient Image Data Processing Based on an Airborne Distributed System Architecture. Canadian Geomatics Conference.

Reinartz, P.; Kurz, F.; Rosenbaum, D.; Leitloff, J.; Palubinskas, G. (2010). Image Time Series for Near Real Time Airborne Monitoring of Disaster Situations and Traffic Applications. The international archives of photogrammetry, remote sensing and spatial information sciences, 38 (1W17).

Reinartz, P.; Kurz, F.; Rosenbaum, D.; Leitloff, J.; Palubinskas, G. (2010). ARGOS - Near Real Time Airborne Monitoring System for Disaster and Traffic Applications. OPTRO 2010.

Rosenbaum, D.; Leitloff, J.; Kurz, F.; Meynberg, O.; Reize, T. (2010). Real-Time Image Processing For Road Traffic Data Extraction From Aerial Images. ISPRS Technical Commission VII Symposium: 100years ISPRS.

Tuermer, S.; Leitloff, J.; Reinartz, P.; Stilla, U. (2010). Automatic vehicle detection in aerial image sequences of urban areas using 3D HoG features. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, 50–54.

Kurz, F.; Rosenbaum, D.; Thomas, U.; Leitloff, J.; Palubinskas, G.; Zeller, K.; Reinartz, P. (2009). Near real time airborne monitoring system for disaster and traffic applications. Proc. ISPRS Hannover Workshop, 2–5.

Zeller, K.; Hinz, S.; Rosenbaum, D.; Leitloff, J.; Reinartz, P. (2009). Traffic Monitoring Without Single Car Detection From Optical Airborne Images. ISPRS Hannover Workshop 2009: High-Resolution Earth Imaging for Geospatial Information; 1 CD-Rom. Ed.: C. Heipke, 135/1–4, Hannover.

Hinz, S.; Lenhart, D.; Leitloff, J. (2008). Traffic extraction and characterisation from optical remote sensing data. The photogrammetric record, 23 (124), 424–440. doi:10.1111/j.1477-9730.2008.00497.x

Lenhart, D.; Hinz, S.; Leitloff, J.; Stilla, U. (2008). Automatic traffic monitoring based on aerial image sequences. Pattern recognition and image analysis, 18 (3), 400–405. doi:10.1134/S1054661808030061

Hinz, S.; Lenhart, D.; Leitloff, J. (2007). Detection and Tracking of Vehicles in Low Frame Rate Aerial Image Sequences. High-Resolution Earth Imaging for Geo-Spatial Information.

Leitloff, J.; Hinz, S.; Stilla, U. (2007). Inferring traffic activity from optical satellite images. The international archives of photogrammetry, remote sensing and spatial information sciences, 36 (3/W49B), 89–93.

Leitloff, J.; Hinz, S.; Stilla, U. (2007). Estimation of traffic parameters in urban areas from satellite images. Urban Remote Sensing Joint Event, 2007, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/URS.2007.371822

Leitloff, J.; Hinz, S.; Stilla, U. (2006). Detection of vehicle queues in Quickbird imagery of city areas. Photogrammetrie, Fernerkundung, Geoinformation, 2006 (4), 315.

Leitloff, J.; Hinz, S.; Stilla, U. (2006). Automatic vehicle detection in satellite images. The international archives of photogrammetry, remote sensing and spatial information sciences, 36 (3), 221–227.

Hinz, S.; Leitloff, J.; Stilla, U. (2005). Context-supported vehicle detection in optical satellite images of urban areas. International Geoscience and Remote Sensing Symposium IGARSS 05, 2937–2941, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2005.1525684

Leitloff, J.; Hinz, S.; Stilla, U. (2005). Vehicle queue detection in satellite images of urban areas. 3rd International Symposium Remote Sensing and Data Fusion Over Urban Areas, W27.

Leitloff, J.; Hinz, S.; Stilla, U. (2005). Vehicle queue detection in complex urban areas by extraction and analysis of linear features. The international archives of photogrammetry, remote sensing and spatial information sciences, 36 (1/W3).

Leitloff, J.; Hinz, S.; Stilla, U. (2005). Automatic vehicle detection in space images supported by digital map data. ISPRS/DAGM joint Workshop on City Models, Road Databases, and Traffic Monitoring, CMRT05, Vienna.

Neumeyer, J.; Hagedoorn, J.; Leitloff, J.; Schmidt, T. (2004). Gravity reduction with three-dimensional atmospheric pressure data for precise ground gravity measurements. Journal of geodynamics, 38 (3), 437–450. doi:10.1016/j.jog.2004.07.006