Dr.-Ing. Martin Weinmann

Dr.-Ing. Martin Weinmann

  • Englerstr. 7
    76131 Karlsruhe

Projects / Projekte

Interests / Interessen

International Experience / Internationale Erfahrung

Publications / Publikationen

Memberships / Mitgliedschaften

Reviewer Activity / Gutachtertätigkeit

Awards / Auszeichnungen

Invited Talks & Poster Presentations / Eingeladene Vorträge & Posterpräsentationen

Lectures / Lehrveranstaltungen

 

Projects / Projekte

  • 01/2011 - 07/2013 (HGF - Weinmann, Ma., Wursthorn, S., Jutzi, B.) 3D Image Sequence Analysis

top

Interests / Interessen

  • Computer Vision
  • Pattern Recognition
  • Active Sensors
  • Image & Point Cloud Processing
  • Scene Analysis / Scene Interpretation

top

International Experience / Internationale Erfahrung

  •  
 3/2013 - 4/2013 Institut National de l'Information Géographique et Forestière (IGN), Saint-Mandé, FRANCE
(supported by Graduate School for Climate and Environment)
  •  
 8/2013 - 10/2013 Institut National de l'Information Géographique et Forestière (IGN), Saint-Mandé, FRANCE
(supported by Graduate School for Climate and Environment)
  •  
 2/2014 - 4/2014 Institut National de l'Information Géographique et Forestière (IGN), Saint-Mandé, FRANCE
(supported by Karlsruhe House of Young Scientists)
  •  
 01/2016 - 06/2016 Institut National de l'Information Géographique et Forestière (IGN), Saint-Mandé, FRANCE (full employment)

 

top

Publikationsliste


2024
Hermann, M.; Weinmann, M.; Nex, F.; Stathopoulou, E. K.; Remondino, F.; Jutzi, B.; Ruf, B. (2024). Depth estimation and 3D reconstruction from UAV-borne imagery: Evaluation on the UseGeo dataset. ISPRS Open Journal of Photogrammetry and Remote Sensing, 13, Art.-Nr.: 100065. doi:10.1016/j.ophoto.2024.100065
Hillemann, M.; Langendörfer, R.; Heiken, M.; Mehltretter, M.; Schenk, A.; Weinmann, M.; Hinz, S.; Heipke, C.; Ulrich, M. (2024). Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications. 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
Lott, P.; Schäfer, K.; Deutschmann, O.; Werner, M.; Weinmann, P.; Zimmermann, L.; Toebben, H. (2024). Reducing Emissions from Lean-Burn Hydrogen Combustion Engines Using a State-of-the-Art Oxidation Catalyst and a VWTi-Based SCR Catalyst: Potentials and Challenges. 2024 SAE World Congress Experience (WCX 2024), Detroit, 16th-18th April 2024, 2024–01, SAE International. doi:10.4271/2024-01-2634
2023
Michel, A.; Weinmann, M.; Schenkel, F.; Gomez, T.; Falvey, M.; Schmitz, R.; Middelmann, W.; Hinz, S. (2023). Terrestrial Visual Dust Density Estimation Based On Deep Learning. 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
Többen, H.; Weinmann, P.; Wolf, T.; Lott, P.; Bastian, S.; Deutschmann, O. (2023). Formation of N₂O in the Exhaust Line of Combustion Engines. SAE International. doi:10.4271/2023-01-5045
Iwaszczuk, D.; Goebel, M.; Du, Y.; Schmidt, J.; Weinmann, M. (2023). Potential of Mobile Mapping to Create Digital Twins of Forests. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-1/W1-2023, 199 – 206. doi:10.5194/isprs-archives-XLVIII-1-W1-2023-199-2023
Weinmann, M. (2023). Learning-based 2D/3D computer vision: a survey addressing reconstruction, semantic segmentation, and opject recognition. habilitation thesis. Karlsruher Institut für Technologie (KIT).
2022
Weinmann, H. W. (2022, November 2). Integration des Vereinzelungs- und Stapelbildungsprozesses in ein flexibel und kontinuierlich arbeitendes Anlagenmodul für die Li-Ionen Batteriezellfertigung. PhD dissertation. Shaker Verlag. doi:10.5445/IR/1000151869
Palka, J.; Lenz, A.; Middelmann, W.; Weinmann, M. (2022). Evaluation of the NEON dataset for the automatic detection of treetops and delineation of tree crowns in American and German mixed forests. Proceedings Volume 12268, Earth Resources and Environmental Remote Sensing/GIS Applications XIII, Art.-Nr.: 1226807, SPIE. doi:10.1117/12.2643747
Mao, Y.; Chen, K.; Diao, W.; Sun, X.; Lu, X.; Fu, K.; Weinmann, M. (2022). Beyond single receptive field: A receptive field fusion-and-stratification network for airborne laser scanning point cloud classification. ISPRS Journal of Photogrammetry and Remote Sensing, 188, 45–61. doi:10.1016/j.isprsjprs.2022.03.019
Florath, J.; Keller, S.; Abarca-del-Rio, R.; Hinz, S.; Staub, G.; Weinmann, M. (2022). Glacier Monitoring Based on Multi-Spectral and Multi-Temporal Satellite Data: A Case Study for Classification with Respect to Different Snow and Ice Types. Remote sensing, 14 (4), Article no: 845. doi:10.3390/rs14040845
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). FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 184, 116–130. doi:10.1016/j.isprsjprs.2021.12.004
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B. (2022). Preface: Technical Commission I. 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
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B. (2022). Preface: Technical Commission I. 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
Husseini, K.; Schmidgruber, N.; Weinmann, H.; Maibaum, K.; Ruhland, J.; Fleischer, J. (2022). Development of a Digital Twin for Improved Ramp-Up Processes in the Context of Li-Ion-Battery-Cell-Stack-Formation. Procedia CIRP, 106, 27–32. doi:10.1016/j.procir.2022.02.150
Hübner, P.; Wursthorn, S.; Weinmann, M. (2022). Normal classification of 3D occupancy grids for voxel-based indoor reconstruction from point clouds. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-4-2022, 121–128. doi:10.5194/isprs-annals-V-4-2022-121-2022
Maritsch, M.; Koch, K.; Thomsen, H.; Kühl, N.; Pfäffli, M.; Weinmann, W.; Wortmann, F. (2022). Driver state prediction from vehicle signals: An evaluation of segmentation approaches. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 1106–1113, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ITSC55140.2022.9922011
Li, J.; Weinmann, M.; Sun, X.; Diao, W.; Feng, Y.; Hinz, S.; Fu, K. (2022). VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification. ISPRS Journal of Photogrammetry and Remote Sensing, 186, 19–33. doi:10.1016/j.isprsjprs.2022.01.012
Song, K.; Wang, Y.; Ding, Y.; Xu, H.; Mueller-Welt, P.; Stuermlinger, T.; Bause, K.; Ehrmann, C.; Weinmann, H. W.; Schaefer, J.; Fleischer, J.; Zhu, K.; Weihard, F.; Trostmann, M.; Schwartze, M.; Albers, A. (2022). Assembly techniques for proton exchange membrane fuel cell stack: A literature review. Renewable & sustainable energy reviews, 153, Art.-Nr.: 111777. doi:10.1016/j.rser.2021.111777
2021
Lohner, D.; Mozer, P.; Schmid-Walz, S.; Neukirch, M.; Karrer, M.; Weinmann, S. (2021). Studium als sozialer Raum. Ein Schreibgespräch zwischen Studierenden und Lehrenden. Ludwigsburger Beiträge zur Medienpädagogik, 21, 1–14. doi:10.21240/lbzm/21/06
Hübner, P.; Weinmann, M.; Wursthorn, S.; Hinz, S. (2021). Automatic voxel-based 3D indoor reconstruction and room partitioning from triangle meshes. ISPRS journal of photogrammetry and remote sensing, 181, 254–278. doi:10.1016/j.isprsjprs.2021.07.002
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). FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery. doi:10.48550/arXiv.2103.05569
Hübner, P.; Weinmann, M.; Wursthorn, S.; Hinz, S. (2021). Pose Normalization of Indoor Mapping Datasets Partially Compliant with the Manhattan World Assumption. Remote sensing, 13 (23), 4765. doi:10.3390/rs13234765
Gerlitz, E.; Botzem, D.; Weinmann, H.; Ruhland, J.; Fleischer, J. (2021). Cell-to-Pack-Technologie für Li-Ionen-Batterien : Aktueller Entwicklungsstand, Marktakteure in der Automobilindustrie und Auswirkungen auf eine nachhaltige Produktionstechnik unter dem Aspekt der Kreislaufwirtschaft = Cell-to-Pack Technology for Li-Ion Batteries : Current state of development, market players in the automotive industry and implications for sustainable production technology from a circular economy perspective. ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 116 (10), 689–694. doi:10.1515/zwf-2021-0146
Sun, X.; Wang, P.; Yan, Z.; Diao, W.; Lu, X.; Yang, Z.; Zhang, Y.; Xiang, D.; Yan, C.; Guo, J.; Dang, B.; Wei, W.; Xu, F.; Wang, C.; Hansch, R.; Weinmann, M.; Yokoya, N.; Fu, K. (2021). Automated High-resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. doi:10.1109/JSTARS.2021.3106941
Weinmann, M.; Wursthorn, S.; Jutzi, B. (2021). From Raw 3D Point Clouds to Semantic Objects. Object and Pattern Recognition in Remote Sensing. Ed.: S. Hinz, 151–178, Whittles Publishing.
Li, J.; Weinmann, M.; Sun, X.; Diao, W.; Feng, Y.; Fu, K. (2021). Random Topology and Random Multiscale Mapping: An Automated Design of Multiscale and Lightweight Neural Network for Remote-Sensing Image Recognition. IEEE Transactions on Geoscience and Remote Sensing, 60, Art.Nr. 5610917. doi:10.1109/TGRS.2021.3102988
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B. (2021). Preface: Technical Commission I. 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
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B. (2021). Preface: Technical Commission I. ISPRS annals, V-1-2021, 7. doi:10.5194/isprs-annals-V-1-2021-7-2021
Dubois, C.; Jutzi, B.; Olijslagers, M.; Pathe, C.; Schmullius, C.; Stelmaszczuk-Górska, M. A.; Vandenbroucke, D.; Weinmann, M. (2021). Knowledge and skills related to active optical sensors in the body of knowledge for earth observation and geoinformation (EO4GEO BOK). ISPRS annals, V-5-2021, 9–16. doi:10.5194/isprs-annals-V-5-2021-9-2021
Braun, A. C.; Weinmann, M.; Wursthorn, S.; Keller, S.; Schenk, A.; Jutzi, B.; Hinz, S. (2021). Remote Sensing and Computer Vision Image Analysis: Summary and Recent Trends. Object and pattern recognition in remote sensing. Ed.: S. Hinz, 323–346, Whittles Publishing.
Hermann, M.; Ruf, B.; Weinmann, M. (2021). Real-Time Dense 3D Reconstruction from Monocular Video Data Captured by Low-Cost UAVS. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B2-2021, 361–368. doi:10.5194/isprs-archives-XLIII-B2-2021-361-2021
Bulatov, D.; Stütz, D.; Hacker, J.; Weinmann, M. (2021). Classification of airborne 3D point clouds regarding separation of vegetation in complex environments. Applied Optics, 60 (22), F6-F20. doi:10.1364/AO.422973
Ruf, B.; Mohrs, J.; Weinmann, M.; Hinz, S.; Beyerer, J. (2021). ReS²tAC—UAV-borne real-time SGM stereo optimized for embedded ARM and CUDA devices. Sensors, 21 (11), Article: 3938. doi:10.3390/s21113938
Florath, J.; Keller, S.; Staub, G.; Weinmann, M. (2021). Optical Remote Sensing for Glacier Monitoring with Respect to Different Snow and Ice Types: A Case Study for the Southern Patagonian Icefield. 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24–26 March 2021, Article no: 33, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS52202.2021.9484055
2020
Hübner, P.; Weinmann, M.; Wursthorn, S. (2020). Voxel-Based Indoor Reconstruction from HoloLens Triangle Meshes. ISPRS annals, V-4-2020, 79–86. doi:10.5194/isprs-annals-V-4-2020-79-2020
Weinmann, H. W.; Eichelkraut, M.; Woke da Silva, L.; Fleischer, J. (2020). Batteriezellenfertigung vom Coil zum Stack: Integriert, automatisiert und dadurch hoch flexibel. C2 Coating & Converting, (4), 21–24.
Weinmann, H. W.; Töpper, H.-C.; Fleischer, J. (2020). Coil2Stack: Ein innovatives Verfahren zur formatflexiblen Batteriezellherstellung. Zeitschrift für wirtschaftlichen Fabrikbetrieb, 115 (4), 241–243. doi:10.3139/104.112192
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B. (2020). Preface: Technical Commission I. 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
Hinz, S.; Feitosa, R. Q.; Weinmann, M.; Jutzi, B. (2020). Preface: Technical Commission I. ISPRS annals, 5 (1), 7. doi:10.5194/isprs-annals-V-1-2020-7-2020
Walter, R.; Weinmann, M.; Baier, C.; Oprach, S.; Haghsheno, S. (2020). A requirement model for lean leadership in construction projects. Proceedings 28th Annual Conference of the International Group for Lean Construction (IGLC). Berkeley, California, USA, 6-10 Juli 2020, 145–156, IGLC. doi:10.24928/2020/0074
Hermann, M.; Ruf, B.; Weinmann, M.; Hinz, S. (2020). Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery. ISPRS annals, V-2-2020, 357–364. doi:10.5194/isprs-annals-V-2-2020-357-2020
Schäfer, J.; Weinmann, H. W.; Mayer, D.; Storz, T.; Hofmann, J.; Fleischer, J. (2020). Synergien zwischen Batterie- und Brennstoffzelle. wt Werkstattstechnik online.
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
Schmitz, S.; Weinmann, M.; Thiele, A. (2020). Incorporating interferometric coherence into lulc classification of airborne polsar-images using fully convolutional networks. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLIII-B1-2020, 2020, XXIV ISPRS Congress (2020 edition). Ed.: N. Paparoditis, 115–122, ISPRS. doi:10.5194/isprs-archives-XLIII-B1-2020-115-2020
Bulatov, D.; Stütz, D.; Lucks, L.; Weinmann, M. (2020). Superpoints in RANSAC planes: A new approach for ground surface extraction exemplified on point classification and context-aware reconstruction. Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP. Ed.: K. Bouatouch, 25–37, SciTePress. doi:10.5220/0008895600250037
Hübner, P.; Clintworth, K.; Liu, Q.; Weinmann, M.; Wursthorn, S. (2020). Evaluation of HoloLens Tracking and Depth Sensing for Indoor Mapping Applications. Sensors, 20 (4), 1021. doi:10.3390/s20041021
2019
Weinmann, H. W.; Fleischer, J. (2019). Influences of Increasind Coating Thicknesses and Calendering Degrees on Single-Sheet-Stack Formation. T. U. Braunschweig (Ed.), IBPC 2019 : International Battery Production Conference : 4th - 6th November 2019 : conference brochure, 49 -, Technische Universität Braunschweig.
Hofmann, J.; Halwas, M.; Weinmann, H.; Wößner, W.; Schäfer, J.; Hausmann, L.; Wirth, F.; Storz, T.; Schild, L. (2019). Transformationshub Elektromobilität in Baden-Württemberg. Auf dem Weg zur Elektromobilität – Wettbewerbsfaktor Produktionstechnik : Tagungsband zur wbk-Herbsttagung 2019. Hrsg.: J. Fleischer, 57 – 73, Shaker Verlag.
Ruf, B.; Pollok, T.; Weinmann, M. (2019). Efficient Surface-Aware Semi-Global Matching with Multi-View Plane-Sweep Sampling. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-2/W7, 137–144. doi:10.5194/isprs-annals-IV-2-W7-137-2019
Bold, B.; Weinmann, H.; Bernecker, J.; Fleischer, J. (2019). Identifying the Impact of Calendering on Subsequent Processes Using a New Approach to Quality Assurance. Advanced Battery Power (2019), Aachen, Germany, April 2–4, 2019.
Hillemann, M.; Weinmann, M.; Mueller, M. S.; Jutzi, B. (2019). Automatic Extrinsic Self-Calibration of Mobile Mapping Systems Based on Geometric 3D Features. Remote sensing, 11 (16), Article: 1955. doi:10.3390/rs11161955
Schmitz, S.; Weinmann, M.; Ruf, B. (2019). Automatic co-registration of aerial imagery and untextured model data utilizing average shading gradients. ISPRS Geospatial Week, 10-14 June 2019, Enschede, The Netherlands, 581–588, ISPRS. doi:10.5194/isprs-archives-XLII-2-W13-581-2019
Diehm, R.; Weinmann, H.; Kumberg, J.; Schmitt, M.; Fleischer, J.; Scharfer, P.; Schabel, W. (2019). Edge Formation in High-Speed Intermittent Slot-Die Coating of Disruptively Stacked Thick Battery Electrodes. Energy technology, 8 (2), Art. Nr.: 1900137. doi:10.1002/ente.201900137
Hübner, P.; Landgraf, S.; Weinmann, M.; Wursthorn, S. (2019). Evaluation of the Microsoft HoloLens for the Mapping of Indoor Building Environments. 39. Wissenschaftlich-Technische Jahrestagung der DGPF - Dreiländertagung OVG – DGPF – SGPF - Photogrammetrie - Fernerkundung - Geoinformation, Wien, 20 - 22. Februar 2019. Ed. T. B. Kersten, 44–53, Deutsche Gesellschaft für Photogrammetrie.
2018
Singer, R.; Weinmann, H. W.; Fleischer, J.; Smith, A.; Wiegand, O. (2018, November). Function validation of an alternative and format flexible pouch cell packaging. International Battery Production Conference (IBPC 2018), Brunswick, Germany, November 14–16, 2018.
Weinmann, H. W.; Fleischer, J. (2018). Highly integrated machine module for single sheet stacking. Tagungsband zur International Battery Production Conference (IBPC) 2018. Hrsg.: A. Kwade, 58.
Bold, B.; Weinmann, H. W.; Fleischer, J. (2018). Challenges in conveying electrodes and new approaches to quality assurance. B. L. B. Prof. Arno Kwade Technische Universität Braunschweig (Ed.), Tagungsband zur International Battery Production Conference 2018 Hrsg.: Prof. Arno Kwade, Battery LabFactory Braunschweig, Technische Universität Braunschweig, 56–57.
Preu, R.; Rein, S.; Zimmer, M.; Weinmann, H. W.; Hofmann, J.; Fleischer, J. (2018). Digitalisierung bei der Produktion von Solar- und Batteriezellen. Die Energiewende – smart und digital : Beiträge zur FVEE-Jahrestagung 2018. Hrsg.: FVEE ForschungsVerbund Erneuerbare Energien.
Weinmann, M.; Weidner, U. (2018). Land-Cover and Land-Use Classification Based on Multitemporal Sentinel-2 Data. IEEE International Geoscience & Remote Sensing Symposium : proceedings : July 22–27, 2018, Valencia, Spain, 4946–4949, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2018.8519301
Weinmann, H.; Lang, F.; Hofmann, J.; Fleischer, J. (2018). Bahnzugkraftregelung in der Batteriezellfertigung : Handhabungstechnik, Produktionstechnik, Montage = Web tension control in battery cell production. wt Werkstattstechnik online, 108 (7/8), 519–524. doi:10.37544/1436-4980-2018-07-08-37
Weinmann, H. W.; Lang, F.; Hofmann, J.; Fleischer, J. (2018). Bahnzugkraftregelung in der Batteriezellfertigung, Web tension control in battery cell production. wt Werkstattstechnik online, 108 (7/8), 519–524.
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.
Meidow, J.; Weinmann, M.; Jutzi, B. (2018). Fusion von Kameradaten und Laserscanner-Daten für mobile Anwendungen. Digitale Bildverarbeitung und Geoinformation. Hrsg.: S. Hinz, 81–96, Herbert Wichmann Verlag.
Weinmann, M.; Weidner, U. (2018). Erste Erfahrungen mit der Nutzung von Sentinel-2 Daten zur multispektralen und multitemporalen Analyse mit verschiedenen Klassifizierungsverfahren. Photogrammetrie - Fernerkundung - Geoinformatik - Kartographie - 2018 : 38. Wissenschaftlich-Technische Jahrestagung der DGPF e.V., 5. Münchner GI-Runde Runder Tisch GIS e.V., 66. Deutscher Kartographie Kongress der DGfK e.V. : 7.-9. März 2018 in München : Beiträge, 58–70, DGPF.
Pott, A.; Shahid, M.; Köhler, D.; Pylatiuk, C.; Weinmann, K.; Just, S.; Rottbauer, W. (2018). Therapeutic Chemical Screen Identifies Phosphatase Inhibitors to Reconstitute PKB Phosphorylation and Cardiac Contractility in ILK-Deficient Zebrafish. Biomolecules, 8 (4), Art. Nr.: 153. doi:10.3390/biom8040153
Weinmann, M.; Maier, P. M.; Florath, J.; Weidner, U. (2018). Investigation on the potential of hyperspectral and Sentinel-2 data for land-cover / land-use classification. 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. Ed.: S. Hinz, 155–162, Curran. doi:10.5194/isprs-annals-IV-1-155-2018
Jutzi, B.; Weinmann, M.; Hinz, S. (2018). PREFACE. 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
Jutzi, B.; Weinmann, M.; Hinz, S. (2018). PREFACE. ISPRS annals, IV-1, 1–3. doi:10.5194/isprs-annals-IV-1-1-2018
Hübner, P.; Weinmann, M.; Wursthorn, S. (2018). Marker-based localization of the Microsoft HoloLens in building models. ISPRS TC I Mid-term Symposium “Innovative Sensing – From Sensors to Methods and Applications", 195–202, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprs-archives-XLII-1-195-2018
Ruf, B.; Thiel, L.; Weinmann, M. (2018). Deep Cross-Domain Building Extraction for Selective Depth Estimation from Oblique Aerial Imagery. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-1, 125–132. doi:10.5194/isprs-annals-IV-1-125-2018
Bradley, P. E.; Keller, S.; Weinmann, M. (2018). Unsupervised Feature Selection Based on Ultrametricity and Sparse Training Data: A Case Study for the Classification of High-Dimensional Hyperspectral Data. Remote sensing, 10 (10), Art.Nr.: 1564. doi:10.3390/rs10101564
Hübner, P.; Weinmann, M.; Hillemann, M.; Jutzi, B.; Wursthorn, S. (2018). Combining independent visualization and tracking systems for augmented reality. 2018 ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”, 455–462, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprs-archives-XLII-2-455-2018
2017
Landrieu, L.; Mallet, C.; Weinmann, M. (2017). Comparison of belief propagation and graph-cut approaches for contextual classification of 3D lidar point cloud data. 37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017; Fort Worth; United States; 23 July 2017 through 28 July 2017, 2768–2771, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2017.8127571
Ilehag, R.; Weinmann, M.; Schenk, A.; Keller, S.; Jutzi, B.; Hinz, S. (2017). Revisiting Existing Classification Approaches for Building Materials Based on Hyperspectral Data. 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
Blomley, R.; Weinmann, M. (2017). Using multi-scale features for the 3D semantic labelling of airborne laser scanning data. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-2/W4, 43–50. doi:10.5194/isprs-annals-IV-2-W4-43-2017
Weinmann, M.; Mallet, C.; Jutzi, B. (2017). Involving Different Neighborho od Types for the Analysis of Low-level Geometri c 2D and 3D Features and their Relevance for Po int Cloud Classification. Kulturelles Erbe erfassen und bewahren - Von der Dokumentation zum virtuellen Rundgang. 37. Wissenschaftlich-Technische Jahrestagung der DGPF, Würzburg, 7.-10. März 2017. Hrsg.: T. P. Kersten, 179–191, Deutsche Gesellschaft für Photogrammetrie.
Blomley, R.; Hovi, A.; Weinmann, M.; Hinz, S.; Korpela, I.; Jutzi, B. (2017). Tree species classification using within crown localization of waveform LiDAR attributes. ISPRS journal of photogrammetry and remote sensing, 133, 142–156. doi:10.1016/j.isprsjprs.2017.08.013
Ruf, B.; Erdnüss, B.; Weinmann, M. (2017). Determining plane-sweep sampling points in image space using the cross-ratio for image-based depth estimation. 4th ISPRS International Conference on Unmanned Aerial Vehicles in Geomatics, Bonn, Germany, 4th - 7th September 2017, 325–332, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprs-archives-XLII-2-W6-325-2017
Weinmann, M.; Müller, M. S.; Hillemann, M.; Reydel, N.; Hinz, S.; Jutzi, B. (2017). Point cloud analysis for UAV-borne laser scanning with horizontally and vertically oriented line scanners - Concept and first results. 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
Kern, J.; Weinmann, M.; Wursthorn, S. (2017). Projector-Based Augmented Reality for Quality Inspection of Scanned Objects. The international archives of photogrammetry, remote sensing and spatial information sciences, IV-2/W4, 83–90. doi:10.5194/isprs-annals-IV-2-W4-83-2017
Urban, S.; Weinmann, M.; Hinz, S. (2017). MdBRIEF - a fast online-adaptable, distorted binary descriptor for real-time applications using calibrated wide-angle or fisheye cameras. Computer vision and image understanding, 162, 71–86. doi:10.1016/j.cviu.2017.08.011
Landrieu, L.; Raguet, H.; Vallet, B.; Mallet, C.; Weinmann, M. (2017). A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds. ISPRS journal of photogrammetry and remote sensing, 132, 102–118. doi:10.1016/j.isprsjprs.2017.08.010
Keller, S.; Braun, A. C.; Hinz, S.; Weinmann, M. (2017). Investigation of the Potential of Hyperspectral EnMAP Data for Land Cover and Land Use Classification. 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.
Dittrich, A.; Weinmann, M.; Hinz, S. (2017). Analytical and numerical investigations on the accuracy and robustness of geometric features extracted from 3D point cloud data. ISPRS journal of photogrammetry and remote sensing, (126), 195–208. doi:10.1016/j.isprsjprs.2017.02.012
2016
Leitold, L.; Spohrer, A.; Weinmann, H. W.; Fleischer, J. (2016). Development of ball screw analysis software using MATLAB Simulink. GAMAX Proceedings, 1.
Blomley, R.; Jutzi, B.; Weinmann, M. (2016). 3D Semantic Labeling of ALS Point Clouds by Exploiting Multi-Scale, Multi-Type Neighborhoods for Feature Extraction. GEOBIA 2016 : Solutions and Synergies. Ed.: N. Kerle, 1–8.
Blomley, R.; Jutzi, B.; Weinmann, M. (2016). Classification of airborne laser scanning data using geometric multi-scale features and different neighbourhood types. ISPRS annals, (3), 169–176. doi:10.5194/isprs-annals-III-3-169-2016
Dierenbach, K. O.; Weinmann, M.; Jutzi, B. (2016). Next-Best-View method based on consecutive evaluation of topological relations. 23rd International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Congress, ISPRS 2016, Prague, CZ, July 12- 19, 2016. Ed.: L. Halounova, 11–19, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprsarchives-XLI-B3-11-2016
Keller, S.; Braun, A. C.; Hinz, S.; Weinmann, M. (2016). Investigation of the impact of dimensionality reduction and feature selection on the classification of hyperspectral EnMAP data. 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, USA, 21 - 24 August 2016, 1–6.
Weinmann, M. (2016). Reconstruction and analysis of 3D scenes: from irregularly distributed 3D points to object clases. PhD dissertation. Springer.
2015
Weinmann, M.; Schmidt, A.; Mallet, C.; Hinz, S.; Rottensteiner, F.; Jutzi, B. (2015). Contextual classification of point cloud data by exploiting individual 3D neighborhoods. ISPRS annals, II-3/W4, 271–278. doi:10.5194/isprsannals-II-3-W4-271-2015
Weinmann, M.; Mallet, C.; Hinz, S.; Jutzi, B. (2015). Efficient interpretation of 3D point clouds by assessing feature relevance. Allgemeine Vermessungs-Nachrichten, 10, 308–315.
Weinmann, M.; Jutzi, B. (2015). Geometric point quality assessment for the automated, markerless and robust registration of unordered TLS point clouds. ISPRS annals, II-3/W5, 89–96. doi:10.5194/isprsannals-II-3-W5-89-2015
Braun, A. C.; Weinmann, M.; Keller, S.; Müller, R.; Reinartz, P.; Hinz, S. (2015). The EnMAP contest: developing and comparing classification approaches for the Environmental Mapping and Analysis Programme - Dataset and first results. 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
Weinmann, M.; Jutzi, B.; Hinz, S.; Mallet, C. (2015). Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers. ISPRS journal of photogrammetry and remote sensing, 105, 286–304. doi:10.1016/j.isprsjprs.2015.01.016
Weinmann, M.; Urban, S.; Hinz, S.; Jutzi, B.; Mallet, C. (2015). Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas. Computers & graphics, 49, 47–57. doi:10.1016/j.cag.2015.01.006
2014
Weinmann, M.; Jutzi, B.; Mallet, C. (2014). Semantic 3D scene interpretation: A framework combining optimal neighborhood size selection with relevant features. ISPRS annals, II-3, 181–188. doi:10.5194/isprsannals-II-3-181-2014
Weinmann, M.; Jutzi, B.; Mallet, C. (2014). Describing Paris: Automated 3D Scene Analysis via Distinctive Low-Level Geometric Features. Proceedings of the IQmulus Workshop on Processing Large Geospatial Data, 1–8.
Weinmann, M.; Jutzi, B.; Mallet, C. (2014). 3D scene analysis based on optimal neighborhoods and relevant features. International Computer Vision Summer School (ICVSS 2014), Sicily, I, July, 13-19, 2014.
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
Hoegner, L.; Hanel, A.; Weinmann, M.; Jutzi, B.; Hinz, S.; Stilla, U. (2014). Towards people detection from fused time-of-flight and thermal infrared images. The international archives of photogrammetry, remote sensing and spatial information sciences, XL-3, 121–126. doi:10.5194/isprsarchives-XL-3-121-2014
Hoegner, L.; Roth, L.; Weinmann, M.; Jutzi, B.; Hinz, S.; Stilla, U. (2014). Fusion von Time-of-Flight-Entfernungsdaten und thermalen IR-Bildern. Allgemeine Vermessungs-Nachrichten, 5, 192–197.
Djuricic, A.; Weinmann, M.; Jutzi, B. (2014). Potentials of small, lightweight and low cost Multi-Echo Laser Scanners for detecting Grape Berries. The international archives of photogrammetry, remote sensing and spatial information sciences, XL-5, 211–216. doi:10.5194/isprsarchives-XL-5-211-2014
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
Jutzi, B.; Weinmann, M.; Meidow, J. (2014). Weighted data fusion for UAV-borne 3D mapping with camera and line laser scanner. International journal of image and data fusion, 5 (3), 226–243. doi:10.1080/19479832.2014.889228
2013
Weinmann, M.; Jutzi, B.; Mallet, C. (2013). Feature relevance assessment for the semantic interpretation of 3D point cloud data. The international archives of photogrammetry, remote sensing and spatial information sciences, II-5/W2, 313–318. doi:10.5194/isprsannals-II-5-W2-313-2013
Weinmann, M.; Jutzi, B. (2013). Fast and accurate point cloud registration by exploiting inverse cumulative histograms (ICHs). Joint Urban Remote Sensing Event (JURSE’13), Sao Paulo, Brazil, April 21-23, 2013, 218–221, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/JURSE.2013.6550704
Weinmann, M.; Dittrich, A.; Hinz, S.; Jutzi, B. (2013). Automatic Feature-Based Point Cloud Registration for a Moving Sensor Platform. 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
Weinmann, M. (2013). Visual Features - From Early Concepts to Modern Computer Vision. Advanced Topics in Computer Vision. Ed.: G.M.Farinella, 1–34, Springer. doi:10.1007/978-1-4471-5520-1_1
Jutzi, B.; Weinmann, M.; Meidow, J. (2013). Improved UAV-borne 3D mapping by fusing optical and laserscanner data. The international archives of photogrammetry, remote sensing and spatial information sciences, 40 (1/W2), 223–228. doi:10.5194/isprsarchives-XL-1-W2-223-2013
Hoegner, L.; Weinmann, M.; Jutzi, B.; Hinz, S.; Stilla, U. (2013). Synchrone Koregistrierung von 3D Punktwolken und thermischen Infrarotbildern. Photogrammetrie - Laserscanning - Optische 3D-Messtechnik: Beiträge der Oldenburger 3D-Tage 2013. Hrsg.: T. Luhmann, 264–271, Wichmann.
2012
Weinmann, M.; Jutzi, B. (2012). A step towards dynamic scene analysis with active multi-view range imaging systems. The international archives of photogrammetry, remote sensing and spatial information sciences, XXXIX (B3), 433–438. doi:10.5194/isprsarchives-XXXIX-B3-433-2012
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
2011
Hinz, S.; Weinmann, M.; Runge, P.; Jutzi, B. (2011). Potentials of image based active ranging to capture dynamic scenes. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, Part 4/W19, CD.
Weinmann, M.; Jutzi, B. (2011). Fully automatic image-based registration of unorganized TLS data. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, Part 5 / W12, CD.
Weinmann, M.; Wursthorn, S.; Jutzi, B. (2011). Semi-automatic image-based fusion of range imaging data with different characteristics. The international archives of photogrammetry, remote sensing and spatial information sciences, 38, Part 3 / W22, CD.
Weinmann, M.; Weinmann, M.; Hinz, S.; Jutzi, B. (2011). Fast and automatic image-based registration of TLS data. ISPRS Journal of Photogrammetry and Remote Sensing, 66 (6, Supplement), 62–70. doi:10.1016/j.isprsjprs.2011.09.010
Weinmann, M.; Wursthorn, S.; Jutzi, B. (2011). Semi-automatic image-based co-registration of range imaging data with different characteristics. The international archives of photogrammetry, remote sensing and spatial information sciences, 36, 119–124.
2009
Weinmann, M. (2009, September 17). Einsatz zweier Onboard-Kameras zur Schätzung einer Flugtrajektorie. diploma thesis.
Hoegner, L.; Weinmann, M.; Jutzi, B.; Hinz, S.; Stilla, U. (2009). Co-registration of Time-of-Flight (TOF) camera generated 3d point clouds and thermal infrared images (IR). 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.
2008
Weinmann, M. (2008, November 24). Neuronale Netze zur Objektklassifikation in UAV-Luftbildern. diploma thesis.

Memberships / Mitgliedschaften

  • German Society for Photogrammetry, Remote Sensing and Geoinformation (DGPF)
  • Institute of Electrical and Electronics Engineers (IEEE)
  • IEEE Computer Society
  • IEEE Robotics and Automation Society

top

Reviewer Activity / Gutachtertätigkeit

  • ISPRS Journal of Photogrammetry and Remote Sensing (P&RS)
    Journal of the International Society for Photogrammetry and Remote Sensing (ISPRS)
  • IEEE Transactions on Geoscience and Remote Sensing (TGARS)
    Journal of the IEEE Geoscience and Remote Sensing Society (IEEE-GRSS)
  • Photogrammetric Engineering & Remote Sensing (PE&RS)
    Journal of the American Society for Photogrammetry and Remote Sensing (ASPRS)
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)
    Journal of the IEEE Geoscience and Remote Sensing Society (IEEE-GRSS)
  • Sensors
    Open Access Journal of MDPI
  • IEEE Transactions on Computational Imaging
    Journal of the Institute of Electrical and Electronics Engineers (IEEE)
  • Measurement
    Journal of the International Measurement Confederation (IMEKO)
  • Photogrammetrie - Fernerkundung - Geoinformation (PFG)
    Journal of the German Society for Photogrammetry, Remote Sensing and Geoinformation (DGPF)
  • International Journal of Remote Sensing (IJRS)
    Journal published by Taylor & Francis
  • European Journal of Remote Sensing (EuJSR)
    Journal published online by the Italian Society of Remote Sensing
  • International Journal of Physical Sciences (IJPS)
    Open Access Journal of Academic Journals
  • Technical Sciences
    Journal published by the Publishing House of the University of Warmia and Mazury in Olsztyn, POLAND
  • ISPRS Workshop Object Extraction for 3D City Models, Road Databases and Traffic Monitoring - Concepts, Algorithms, and Evaluation, 1-2 October 2015, La Grande Motte, France
    Conference of the International Society for Photogrammetry and Remote Sensing (ISPRS)
  • ISPRS Workshop Image Sequence Analysis for Object and Change Detection, 1 October 2015, La Grande Motte, France
    Conference of the International Society for Photogrammetry and Remote Sensing (ISPRS)
  • ISPRS Workshop Laser Scanning 2015, 28-30 September 2015, La Grande Motte, France
    Conference of the International Society for Photogrammetry and Remote Sensing (ISPRS)
  • British Machine Vision Conference 2015, 7-10 September 2015, Swansea, UK
  • IEEE/ISPRS 2nd Joint Workshop on Multi-Sensor Fusion for Outdoor Dynamic Scene Understanding, 11 June 2015, Boston, USA
    Workshop in conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • British Machine Vision Conference 2014, 1-5 September 2014, Nottingham, UK
  • International Workshop on Pattern Recognition in Remote Sensing (PRRS), 24 August 2014, Stockholm, SWEDEN
    Workshop in conjunction with the International Conference on Pattern Recognition (ICPR)
  • IEEE/ISPRS Workshop on Multi-Sensor Fusion for Outdoor Dynamic Scene Understanding, 28 June 2014, Columbus, USA
    Workshop in conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • ISPRS Workshop Laser Scanning 2013, 11-13 November 2013, Antalya, TURKEY
    Conference of the International Society for Photogrammetry and Remote Sensing (ISPRS)
  • The XXII Congress of the International Society for Photogrammetry and Remote Sensing, 25 August - 1 September 2012, Melbourne, AUSTRALIA
    Conference of the International Society for Photogrammetry and Remote Sensing (ISPRS)

top

Awards / Auszeichnungen

  • PCV 2014 Best Paper Honourable Mention, ISPRS Technical Commission III Midterm Symposium, September 2014
  • Outstanding Contribution in Reviewing, ISPRS Journal of Photogrammetry and Remote Sensing, November 2014
  • 2014-2015 Best Paper Award, International Journal of Image and Data Fusion, September 2016
  • Best Paper Award, International Conference on Geographic Object-Based Image Analysis (GEOBIA), September 2016

top

Invited Talks & Poster Presentations / Eingeladene Vorträge & Posterpräsentationen

 

[9] Weinmann, Ma. (2016): From 3D point clouds to objects. Invited Talk, GEOBIA 2016 Doctoral Colloquium, Enschede, The Netherlands, 13 September 2016.
[8] Weinmann, Ma. (2016): Semantic interpretation of 3D point clouds: from 3D points to features and objects. Invited Talk, Séminaire technique MATIS, Institut National de l'Information Géographique et Forestière (IGN), Saint-Mandé, France, 10 March 2016.
[7] Weinmann, Ma. (2014): Feature relevance assessment for the semantic interpretation of 3D point cloud data. Invited Talk, MoLaS Technology Workshop 2014, Freiburg, Germany, 27 November 2014.
[6] Weinmann, Ma.; Jutzi, B.; Mallet, C. (2014): 3D scene analysis based on optimal neighborhoods and relevant features. Poster Presentation, International Computer Vision Summer School 2014 - From Fundamentals to Applications, Scicli, Italy, 15 July 2014.
[5] Weinmann, Ma. (2014): Supporting the semantic interpretation of 3D point cloud data by feature relevance assessment. Invited Talk, 23ièmes Journées de la Recherche de l’IGN, Saint-Mandé, France, 21 March 2014.
[4] Weinmann, Ma. (2013): Connecting the dots: from measured points to semantic objects. Poster Presentation, Annual Meeting of the KIT-Center Climate and Environment, Karlsruhe, Germany, 25 July 2013.
[3] Weinmann, Ma. (2013): Efficient registration of actively sensed 3D point cloud data and co-registration of passively sensed 2D information. Invited Talk, Internal Seminar, Institut National de l'Information Géographique et Forestière (IGN), Saint-Mandé, France, 22 March 2013.
[2] Weinmann, Ma. (2012): On points and clouds, and point clouds. Poster Presentation, GRACE Linking School, Bad Herrenalb, Germany, 21 August 2012.
[1] Weinmann, Ma. (2011): Investigations on active sensors for computer vision. Poster Presentation, International Computer Vision Summer School 2011 - Registration, Recognition and Reconstruction in Images and Video, Scicli, Italy, 12 July 2011.

 

top

Lectures / Lehrveranstaltungen

  • 3D Computer Vision (3DCV)

  • Fernerkundung (@ Hochschule Karlsruhe - Technik und Wirtschaft)

top