Digital surface models (DSM), Buliding reconstruction, Change detection


Overview


  • Stilla U, Rottensteiner F, Hinz S (2015) CMRT15 - City Models, Roads and Traffic 2015: Preface. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, II-3/W5: 359-360
    [doi:10.5194/isprsannals-II-3-W5-359-2015]
  • Stilla U, Rottensteiner F, Paparoditis N (2009)(eds) CMRT09 Object Extraction for 3D City Models, Road Databases, and Traffic Monitoring - Concepts, Algorithms, and Evaluation. International Archives of Photogrammetry and Remote Sensing and Spatial Information Sciences, Vol 38(3/W4)
    [Content]
  • Mayer H, Hinz S, Stilla U (2008) Automated extraction of roads, buildings, and vegetation from multi-source data. In: Li, Chen, Baltsavias E (eds) Advances in Photogrammetry, Remote Sensing and Spatial Information Sciences: 2008 ISPRS Congress Book. London: Taylor & Francis, 213-226
    [ISBN 978-0-415-47805-2]
  • Rottensteiner F, Stilla U (2005) Report: Object Extraction for 3D City Models, Road Databases, and Traffic Monitoring - Concepts, Algorithms, and Evaluation (CMRT05).ISPRS Society, 10(3): 15-16
    [Report]
  • Stilla U, Rottensteiner F, Hinz S (2005)(eds) Object Extraction for 3D City Models, Road Databases, and Traffic Monitoring - Concepts, Algorithms, and Evaluation (CMRT05). International Archives of Photogrammetry and Remote Sensing. Vol 36, Part 3 W24.
    [Content]
  • Stilla U, Michaelsen E, Soergel U, Hinz S, Ender HJ (2004) Airborne monitoring of vehicle activity in urban areas. In: Altan MO (ed) International Archives of Photogrammetry and Remote Sensing. Vol 35, Part B3, 973-979
    [Abstract][Paper]

PhD theses


  • Iwaszczuk D (2015-05-26) Automatic texturing of 3d models of urban areas using image sequences from airborne TIR cameras. Dissertation. Technische Universität München (TUM), Ingenieurfakultät Bau Geo Umwelt, Photogrammetrie und Fernerkundung (Prof. Stilla).
    [Dissertation]
  • Schmitt M (2014-07-28) Reconstruction of urban surface models from multi-aspect and multi-baseline interferometric SAR. Dissertation. Technische Universität München (TUM), Ingenieurfakultät Bau Geo Umwelt, Photogrammetrie und Fernerkundung (Prof. Stilla)
    [Dissertation]
  • Hoegner L (2014-05-28) Automatische Texturierung von Gebäudemodellen aus terrestrischen IR-Bildfolgen. Dissertation. Technische Universität München (TUM), Ingenieurfakultät Bau Geo Umwelt, Photogrammetrie und Fernerkundung (Prof. Stilla).
    [Dissertation]
  • Hebel M (2012-09-18) Änderungsdetektion in urbanen Gebieten durch objektbasierte Analyse und schritthaltenden Vergleich von Multi-Aspekt ALS-Daten. Dissertation. Technische Universität München (TUM), Fakultät für Bauingenieur- und Vermessungswesen, Photogrammetrie und Fernerkundung (Prof. Stilla).
    [Dissertation]
  • Jutzi B (2007-09-25) Analyse der zeitlichen Signalform von rückgestreuten Laserpulsen. Dissertation. Technische Universität München (TUM), Fakultät für Bauingenieur- und Vermessungswesen, Photogrammetrie und Fernerkundung (Prof. Stilla).
    [Dissertation]

Optical, visible, space-borne, satellite


... under constructtion ...


Optical, visible, airborne, aircraft, UAV


... under constructtion ...


Optical, visible, terestrial, mobile mapping


... under constructtion ...


TIR, thermal infrared, airborne, aircraft


... under constructtion ...


TIR, thermal infrared, mobile mapping


... under constructtion ...


LASER, LiDAR, Full Waveform (FWF), airborne, aircraft


  • Hebel M, Arens M, Stilla U (2013) Change detection in urban areas by object-based analysis and on-the-fly comparison of multi-view ALS data. ISPRS Journal of Photogrammetry and Remote Sensing 86 (2013): 52–64
    [doi:10.1016/j.isprsjprs.2013.09.005]
  • Hebel M, Stilla U (2013) Automatische Änderungsdetektion beim vorwärtsblickenden Airborne Laser Scanning urbaner Gebiete. gis.SCIENCE; Die Zeitschrift für Geoinformatik, 2013(2): 51-56
  • Stilla U, Hebel M (2013) Änderungsdetektion beim vorwärtsblickenden Airborne Laser Scanning urbaner Räume. In: Hanke K, Weinold T (Hrsg) 17. Internationale Geodätische Woche Obergurgl 2013. Berlin: Wichmann, 228-237
    [Paper]
  • Tuttas S, Stilla U (2013) Rekonstruktion von Fenstern aus Schrägsicht-ALS Punktwolken zur Anreicherung von Gebäudemodellen. In: Seyfert H (Hrsg) 33. Wissenschaftlich-Technische Jahrestagung der DGPF, 22: 363-372
    [Paper]
  • Tuttas S, Stilla U (2013) Reconstruction of façades in point clouds from multi aspect oblique ALS. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., II-3/W3, 91-96
    [doi:10.5194/isprsannals II-3-W3-91-2013]
  • Hebel M, Stilla U (2012) Simultaneous calibration of ALS systems and alignment of multiview LiDAR scans of urban areas. IEEE Transactions on Geoscience and Remote Sensing, 50(6): 2364-2379
    [doi:10.1109/TGRS.2011.2171974]
  • Tuttas S, Stilla U (2012) Reconstruction of rectangular windows in multi-looking oblique view ALS data. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., I-3, 317-322,
    [doi:10.5194/isprsannals-I-3-317-2012]
  • Tuttas S, Stilla U (2012) Extraction of façades with window information from oblique view airborne laser scanning point clouds. In: Borrmann A, Geyer P, de Wilde P, Rafiq Y (eds) Proceedings of the 2012 eg-ice Workshop.
    [Paper]
  • Wei Y, Yao W, Wu J, Schmitt M, Stilla U (2012) AdaBoost-based feature relevance assessment in fusing airborne LiDAR and image data for classification of trees and vehicles in urban scenes. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, I-7: 323-328
    [Paper]
  • Hebel M, Arens M, Stilla U (2011) Change detection in urban areas by direct comparison of multi-view and multi-temporal ALS data. In: Stilla U, Rottensteiner F, Mayer H, Jutzi B, Butenuth M (eds) Photogrammetric Image Analysis, ISPRS Conference, PIA 2011. Lecture Notes in Computer Sciences (LNCS) 6952, Heidelberg: Springer, 185-196
    [doi:10.1007/978-3-642-24393-6_16]
  • Stilla U (2011) Full Waveform Laserscanning: Auswertung und ALS / TLS -Anwendungen. In: Grimm-Pitzinger A, Weinhold T (Hrsg.) 16. Internationale Geodätische Woche Obergurgl 2011. Heidelberg: Wichmann, 155-166
  • Tuttas S, Stilla U (2011) Window detection in sparse point clouds using indoor points. In: Stilla U, Rottensteiner F, Mayer H, Jutzi B, Butenuth M (eds) PIA11 - Photogrammetric Image Analysis. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 38 (3W/22): 131-136
    [Paper]
  • Wu J, Ji S, Yao W, Stilla U (2011) Building boundary improvement for true orthophoto generation by fusing airborne LiDAR data. In: Stilla U, Gamba P, Juergens C, Maktav D (eds) JURSE 2011 - Joint Urban Remote Sensing Event, 125-128
    [doi: 10.1109/JURSE.2011.5764735]
  • Hebel M, Stilla U (2010) LiDAR-supported navigation of UAVs over urban areas. Surveying and Land Information Science, 70(3): 139-149
  • Hebel M, Stilla U (2010) ALS-aided navigation of helicopters or UAVs over urban terrain. Eurocow 2010
    [Paper]
  • Yao W, Stilla U (2010) Mutual Enhancement of Weak Laser Pulses for Point Cloud Enrichment Based on Full-Waveform Analysis. IEEE Transactions on Geoscience and Remote Sensing, 48(9): 3571-3579
    [doi: 10.1109/TGRS.2010.2047109]
  • Hebel M, Arens M, Stilla U (2009) Utilization of 3d city models and airborne laser scanning for terrain-based navigation of helicopters and UAVs. In: Stilla U, Rottensteiner F, Paparoditis N (eds) CMRT09. International Archives of Photogrammetry, Remote Sensing and Spatial Geoinformation Sciences, Vol 38(3/W4): 187-192
    [Paper]
  • Hebel M, Stilla U (2009) Automatische Koregistrierung von ALS-Daten aus mehreren Schrägansichten städtischer Quartiere. PFG Photogrammetrie Fernerkundung Geoinformation, 2009(3): 261-175
    [doi:10.1127/0935-1221/2009/0021][Paper]
  • Hebel M, Stilla U (2009) Objektbasierte Koregistrierung von Laserscannerdaten bei der luftgestützten Erfassung urbaner Gebiete. In: Photogrammetrie - Laserscanning - Optische 3D-Messtechnik, Beiträge der Oldenburger 3D-Tage 2009. Wichmann, 82-89
    ISBN 978-3-87907-478-5
  • Hebel M, Stilla U (2009) Automatische Koregistrierung von Laserdaten aus mehreren Schrägansichten städtischer Gebiete. In: Götting R, Schubert G (Hrsg.) Forum3D. 3D Technologien an der Technischen Universität München: 9-30
  • Stilla U, Jutzi B, Reitberger J, Yao W, Krzystek P (2009) Full Waveform Laserscanning - Auswertemethoden und Anwendungen. Terrestrisches Laserscanning (TLS2009), Schriftenreihe des DVW, Band 60: 49-67 (eingeladener Beitrag)
    [Paper]
  • Yao W, Hinz S, Stilla U (2009) Unveiling short-term dynamic of urban areas with airborne LiDAR data for change detection. Proceedings of the 2nd International Conference on Earth Observation for Global Changes, 1990-1998
    [Paper]
  • Yao W, Hinz S, Stilla U (2009) Object extraction based on 3d-segmentation of LiDAR data by combining mean shift with normalized cuts: two examples from urban areas. Joint Urban Remote Sensing Event (JURSE 2009). IEEE
    [doi:10.1109/URS.2009.5137673][Paper]
  • Fu Q, Fan H, Wehr A, Stilla U (2008) Estimation of opto-mechanical parameters for calibration of laser scanners. XXI ISPRS Congress, Proceedings. International Archives of Photogrammetry, Remote Sensing and Spatial Geoinformation Sciences, Vol 37(B3B):55-60
    [Paper]
  • Hebel M, Stilla U (2008) Pre-classification of points and segmentation of urban objects by scan line analysis of airborne. XXI ISPRS Congress, Proceedings. International Archives of Photogrammetry, Remote Sensing and Spatial Geoinformation Sciences, Vol 37(B3A):105-110
    [Paper]
  • Stilla U, Yao W, Jutzi B (2007) Detection of weak laser pulses by full waveform stacking. In: Stilla U, Meyer H, Rottensteiner F, Heipke C, Hinz S (eds) PIA07 Photogrammetric Image Analysis 2007. International Archives of Photogrammetry, Remote Sensing, and Spatial Information Sciences, Vol 36(3/W49A):25-30
    [Paper]
  • Jutzi B, Stilla U (2006) Precise range estimation on known surfaces by analysis of fullwaveform laser. Symposium of ISPRS Commission III: Photogrammetric Computer Vision (PCV06). International Archives of Photogrammetry, Remote Sensing, and Spatial Information Sciences, 36 (3):234-239
    [Paper]
  • Jutzi B, Stilla U (2006) Range determination with waveform recording laser systems using a Wiener Filter. ISPRS Journal of Photogrammetry and Remote Sensing, 61(2):95-107
    [doi:10.1016/j.isprsjprs.2006.09.001]
  • Jutzi B, Stilla U (2005) Erfassung und Analyse der zeitlichen Signalform bei gepulsten Lasersystemen. In: Luhman T (ed) Photogrammetrie, Laserscanning, Optische 3D-Messtechnik. Heidelberg: Wichmann, 203-213
  • Jutzi B, Stilla U (2005) Waveform processing of laser pulses for reconstruction of surfaces in urban areas. In: Moeller M, Wentz E (eds) 3th International Symposium: Remote sensing and data fusion on urban areas, URBAN 2005. International Archives of Photogrammetry and Remote Sensing. Vol 36, Part 8 W27 (on CD)
    [Paper]
  • Jutzi B, Neulist J, Stilla U (2005) High-Resolution waveform acquisition and analysis for pulsed laser. In: Heipke C, Jacobsen K, Gerke M (eds) High-resolution earth imaging for geospatial information. International Archives of Photogrammetry and Remote Sensing. Vol 36 Part 1 W3 (on CD)
    [Paper]
  • Jutzi B, Neulist J, Stilla U (2005) Sub-pixel edge localization based on laser waveform analysis. In: Vosselman G, Brenner C (eds) Laserscanning 2005. International Archives of Photogrammetry and Remote Sensing. Vol. 36, Part 3/W19, 109-114
    [Paper]
  • Jutzi B, Stilla U (2005) Measuring and processing the waveform of laser pulses. In: Gruen A, Kahmen H (eds) Optical 3-D Measurement Techniques VII. Vol. I, 194-203
    [Paper]
  • Jutzi B, Stilla U (2005) Waveform analysis of laser pulses for gaining range accuracy. ISPRS WGI/2 Workshop on 3D Mapping from InSAR and LiDAR (on CD)
  • Jutzi B, Stilla U (2004) Extraction of features from objects in urban areas using space-time analysis of recorded laser pulses. In: Altan MO (ed) International Archives of Photogrammetry and Remote Sensing. Vol. 35, Part B2, 1-6
    [Abstract][Paper]
  • Jutzi B, Stilla U (2003) Analysis of laser pulses for gaining surface features of urban objects. 2nd GRSS/ISPRS Joint Workshop on Remote Sensing and data fusion on urban areas, URBAN 2003. IEEE, 13-17 (ISBN 0-7803-7719-2)
    [doi:10.1109/DFUA.2003.1219949][Abstract]
  • Jutzi B, Stilla U (2003) Laser pulse analysis for reconstruction and classification of urban objects. In: Ebner H, Heipke C, Mayer H, Pakzad K (eds) Photogrammetric Image Analysis PIA03. International Archives of Photogrammetry and Remote Sensing. Vol. 34, Part 3/W8, 151-156
    [Abstract][Paper]
  • Jutzi B, Eberle B, Stilla U (2002) Estimation and measurement of backscattered signals from pulsed laser radar. In: Serpico SB (ed) Image and signal processing for remote sensing VIII. SPIE Proceedings. Vol. 4885: 256-267
    [Abstract][Preprint]
  • Stilla U, Sörgel U, Thönnessen U, Michaelsen E (2001) Segmentation of LIDAR and INSAR elevation data for building reconstruction. In: Gruen A, Baltsavias EP, vanGool L (eds) Automatic extraction of man-made objects from aerial and space images (III), Lisse: Balkema 297-307
    [Abstract]
  • Geibel R, Stilla U (2000) Segmentation of laser-altimeter data for building reconstruction: Comparison of different procedures. International Archives of Photogrammetry and Remote Sensing. Vol. 33, Part B3, 326-334
    [Abstract][Paper]
  • Stilla U, Jurkiewicz K (1999) Reconstruction of building models from maps and laser altimeter data. In: Agouris P, Stefanidis A (eds) Integrated spatial databases:Digital images and GIS, LNCS 1737. Berlin:Springer, 34-46
    [Abstract][Abstract(Springer)][Paper]
  • Stilla U, Jurkiewicz K (1999) Automatic reconstruction of roofs from maps and elevation data. In: Baltsavias et al.(eds) Int. Archives of Photogrammetry and Remote Sensing, Vol 32, Part 7-4-3W6,139-143
    [Abstract][Paper]
  • Stilla U, Geibel R, Repasi E (1998) Generation and update of 3D-city models from maps and elevation data. In: Ikeuchi K (ed) Proceedings of MVA'98, 42-45
    [Paper]

RADAR, SAR, satellite, space-borne


  • Novack T, Stilla U (2015) Discrimination of urban settlement types based on space-borne SAR datasets and a conditional random fields model. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, II-3/W4: 143-148
    [doi:10.5194/isprsannals-II-3-W4-143-2015]
  • Novack T, Maksymiuk O, Stilla U (2014) Discriminative learning of Conditional Random Fields applied for the classification of urban settlement types. In: Seyfert H (Hrsg) 34. Wissenschaftlich-Technische Jahrestagung der DGPF, 23
    [Paper]
  • Novack T, Stilla U (2014) Classification of Urban Settlements Types based on space-borne SAR datasets. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, II-7: 55-60
    [doi:10.5194/isprsannals-II-7-55-2014]
  • Novack T, Maksysymiuk O, Stilla U (2013) A concept for guiding the learning of conditional random fields for the classification of urban areas in SAR Images. In: Seyfert H (Hrsg) 33. Wissenschaftlich-Technische Jahrestagung der DGPF, 22: 152-159
    [Paper]
  • Novack T, Kux H, Esch T, Stilla U (2011) A feature selection analysis of WorldView-II data for similar urban targets discrimination. In: Stilla U, Gamba P, Juergens C, Maktav D (eds) JURSE 2011 - Joint Urban Remote Sensing Event, 389-392
    [doi:10.1109/JURSE.2011.5764801]
  • Novack T, Esch T, Kux H, Stilla U (2011) Machine learning comparison between WorldView-2 and QuickBird-2-simulated imagery regarding object-based urban land cover classification. Remote Sens., 3(10), 2263-2282
    [doi:10.3390/rs3102263]
  • Suri S, Türmer S, Reinartz P, Stilla U (2009) Registration of high resolution SAR and optical satellite imagery in urban areas. ISPRS Hannover Workshop 2009: High-resolution earth Imaging for geospatial information. 38(1-4-7/W5)
    [Paper]

RADAR, SAR, airborne, aircraft


  • Schmitt M, Stilla U (2015) Möglichkeiten der Erzeugung städtischer Oberflächenmodelle mit interferometrischer SAR-Fernerkundung. GIS.Science
  • Schmitt M, Schoenberger JL, Stilla U (2014) Benefit of using multiple baselines and multiple aspects for SAR interferometry of urban areas. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(10): 4107-4118
    [doi:10.1109/JSTARS.2014.2311505]
  • Schmitt M, Schonberger JL, Stilla U (2014) Adaptive Covariance Matrix Estimation for Multi-Baseline InSAR Data Stacks. IEEE Transactions on Geoscience and Remote Sensing, 52(11): 6807-6817
    [doi:10.1109/TGRS.2014.2303516]
  • Schmitt M, Stilla U (2014)Maximum-likelihood estimation for multi-aspect multi-baseline SAR interferometry of urban areas. ISPRS Journal of Photogrammetry and Remote Sensing, 87: 68–77
    [doi:10.1016/j.isprsjprs.2013.10.006]
  • Schmitt M, Stilla U (2014) Maximum-likelihood-based approach for single-pass synthetic aperture radar tomography over urban areas. IET Radar Sonar Navigation, 8(9): 1–9
    [doi:10.1049/iet-rsn.2013.0378]
  • Schmitt M, Stilla U (2014) Generating point clouds of forested areas from airborne millimeter wave InSAR data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS): 1-4
    [doi:10.1109/IGARSS.2014.6946340]
  • Schmitt M, Stilla U (2014) Comparison of multi-aspect multi-baseline SAR interferometry and multi-aspect TomoSAR reconstruction results. In: Proceedings of 10th European Conference on Synthetic Aperture Radar (EUSAR 2014).
  • Schmitt M, Stilla U (2013) Adaptive multilooking of airborne single-pass multi-baseline InSAR stacks. IEEE Transactions on Geoscience and Remote Sensing, 52(1): 205-312
    [doi:10.1109/TGRS.2013.2238947]
  • Schmitt M, Stilla U (2013) Compressive sensing based layover separation in airborne single pass multi-baseline InSAR data. IEEE Geoscience and Remote Sensing Letters 10 (2): 313-317
    [doi:10.1109/LGRS.2012.2204230]
  • Schmitt M, Stilla U (2012) Layover Separation in Airborne Single Pass Multi-baseline InSAR Data Based on Compressive Sensing. In: 9th European Conference on Synthetic Aperture Radar  (EUSAR), 30-33
    [Paper]
  • Schmitt M, Stilla U (2012): Adaptive multilooking of airborne Ka-band multi-baseline InSAR data of urban areas. In: Proceedings of IEEE Geoscience and Remote Sensing Symposium (IGARSS 2012), Munich: 7401-7404
    [doi:10.1109/IGARSS.2012.6351919]
  • Stilla U (2012) Urban remote sensing by ultra high resolution SAR. In: Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2012), 5406-5409
    [doi:10.1109/IGARSS.2012.6352384]
  • Schmitt M, Magnard C, Brehm T, Stilla U (2011) Towards airborne single pass decimeter resolution SAR interferometry over urban areas. In: Stilla U, Rottensteiner F, Mayer H, Jutzi B, Butenuth M (eds) Photogrammetric Image Analysis, ISPRS Conference, PIA 2011. Lecture Notes in Computer Sciences (LNCS) 6952, Heidelberg: Springer, 197-208
    [doi:10.1007/978-3-642-24393-6_17]
  • Schmitt M, Stilla U (2011) Fusion of airborne multi-aspect InSAR data by simultaneous backward geocoding. In: Stilla U, Gamba P, Juergens C, Maktav D (eds) JURSE 2011 - Joint Urban Remote Sensing Event, 53-56
    [doi:10.1109/JURSE.2011.5764717]
  • Michaelsen E, Stilla U, Soergel U, Doktorski L (2010) Extraction of building polygons from SAR images: Grouping and decision-level in the GESTALT system. Pattern Recognition Letteres, 31(10): 1071-1076
    [doi: 10.1016/j.patrec.2009.10.004]
  • Schmitt M, Stilla U (2010) Utilization of airborne multi-aspect InSAR data for the generation of urban ortho-images. Proceedings of IGARSS 2010, 3937-3940
    [doi: 10.1109/IGARSS.2010.5649384]
  • Schmitt M, Stilla U (2010) Registration of Airborne Multi-Aspect InSAR Images of Urban Areas. 8th European Conference on Synthetic Aperture Radar  (EUSAR).
  • Michaelsen E, Doktorski L, Soergel U, Stilla U (2008) Extraction of building polygons from SAR images: Grouping and decision-level in the GESTALT system. IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS 2008), 1-4
    [doi:10.1109/PRRS.2008.4783165]

  • PIA19

    Photogrammetric Image Analysis 18.-20. September 2019 an der TUM
  • MRSS19

    Munich Remote Sensing Symposium 18.-20. September 2019 an der TUM
  • DGPF 2019

    DGPF-Jahrestagung 20.-22. Februar 2019 in Wien