Research output per year
Research output per year
Research output
- 1 - 50 out of 150 results
Search results
-
2024
Detection of Unmonitored Graveyards in VHR Satellite Data Using Fully Convolutional Networks
Debray, H., Kuffer, M., Klaufus, C., Persello, C., Wurm, M., Taubenböck, H. & Pfeffer, K., 8 May 2024, Urban Inequalities from Space: Earth Observation Applications in the Majority World. Kuffer, M. & Georganos, S. (eds.). Springer, p. 167-188 22 p. (Remote Sensing and Digital Image Processing; vol. 26).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile24 Downloads (Pure) -
2023
An Insight to the Lunar Surface: Characterization From the L- and S-Band Polarimetric Data
Singh, A., Kumar, S. & Chang, L., 31 Mar 2023, Spaceborne Synthetic Aperture Radar Remote Sensing: Techniques and Applications. Kumar, S., Siqueira, P., Govil, H. & Agrawal, S. (eds.). CRC Press/Balkema, p. 363-392 30 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile1 Citation (Scopus)17 Downloads (Pure) -
Decision-based fusion of pansharpened VHR satellite images using two-level rolling self-guidance filtering and edge information
Samadzadegan, F., Toosi, A., Dadrass javan, F. & Stein, A., 14 Jan 2023, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Delavar, M. R., Ali Abbaspour, R. & Farzaneh, S. (eds.). Tehran: Copernicus, Vol. X-4/W1-2022. p. 691-698 (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile34 Downloads (Pure) -
Dense point cloud extraction from UAV imagery using parallax attention
Bergado, J. R. & Nex, F. C., 5 Dec 2023, Geospatial Week 2023, Vol. 10-1: ISPRS Geospatial Week 2023. El-Sheimy, N., Abdelbary, A., El-Bandary, N. & Hohasseb, Y. (eds.). W1-2023 ed. Cairo: Copernicus, Vol. X-1. p. 1027-1032 6 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile1 Citation (Scopus)70 Downloads (Pure) -
Efficient UAV flight planning for LOD2 city model improvement
Wu, Y.-L., Alsadik, B., Oude Elberink, S. & Vosselman, G., 2023, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2023. El-Sheimy, N., Abdelbary, A. A., El-Bendary, N. & Mohasseb, Y. (eds.). Cairo: Copernicus, Vol. X-1/W1-2023. p. 1105-1112 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile61 Downloads (Pure) -
Hybrid adjustment of UAS-based LiDAR and image data
Alsadik, B., Nex, F. & Yadav, Y., 2 Sept 2023, Geospatial Week 2023, Vol. 48-1: ISPRS Geospatial Week 2023. El-Sheimy, N., Abdelbary, A. A., El-Bendary, N. & Mohasseb, Y. (eds.). Cairo: Copernicus, Vol. XLVIII. p. 633-640 8 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic
Open AccessFile4 Citations (Scopus)34 Downloads (Pure) -
Mono-hydra: Real-time 3D scene graph construction from monocular camera input with IMU
Udugama, U. V. B. L., Vosselman, G. & Nex, F., 5 Dec 2023, Geospatial Week 2023, Vol. 10-1. El-Sheimy, N., Abdelbary, A. A., El-Bendary, N. & Mohasseb, Y. (eds.). Copernicus, Vol. X-1/W1-2023. p. 439-445 7 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile67 Downloads (Pure) -
Needle in a haystack: feasibility of identifying small safety assets from point clouds using deep learning
Anjanappa, G., Nikoohemat, S., Oude Elberink, S., Vôute, R. L. & Lehtola, V. V., 2023, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2023. El-Sheimy, N., Abdelbary, A. A., El-Bendary, N. & Mohasseb, Y. (eds.). Cairo: Copernicus, Vol. X-1/W1-2023. p. 461-468 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile42 Downloads (Pure) -
Speckle Reduction in SAR Images
Aghababaei, H. & Stein, A., 31 Mar 2023, Spaceborne Synthetic Aperture Radar Remote Sensing: Techniques and Applications. CRC Press (Taylor & Francis), p. 13-44 32 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile1 Citation (Scopus)115 Downloads (Pure) -
Synergistic fusion of spaceborne polarimetric SAR and hyperspectral data for land cover classification
Kumar, V., Venkatachalaperumal, S. R. & Persello, C., 31 Mar 2023, Spaceborne Synthetic Aperture Radar Remote Sensing: Techniques and Applications. Kumar, S., Siqueira, P., Govil, H. & Agrawal, S. (eds.). CRC Press/Balkema, p. 169-210 42 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile40 Downloads (Pure) -
2022
Effect of label noise in semantic segmentation of high resolution aerial images and height data
Maiti, A., Oude Elberink, S. J. & Vosselman, G., 17 May 2022, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Congress “Imaging today, foreseeing tomorrow”, Commission II. Yilmaz, A., Wegner, J. D., Qin, R., Remondino, F., Fuse, T. & Toschi, I. (eds.). 2 ed. Copernicus, Vol. 5. p. 275-282 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile7 Citations (Scopus)438 Downloads (Pure) -
Mapping the morphology of urban deprivation
Kuffer, M., Grippa, T., Persello, C., Taubenböck, H., Pfeffer, K. & Sliuzas, R., 2022, Urban Remote Sensing: Monitoring, Synthesis, and Modeling in the Urban Environment. Yang, X. (ed.). Wiley, p. 305-323 19 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile3 Citations (Scopus)348 Downloads (Pure) -
Micro and macro quadcopter drones for indoor mapping to support disaster management
Karam, S., Nex, F. C., Karlsson, O., Rydell, J., Bilock, E., Tulldahl, M., Kerle, N. & Holmberg, M., 17 May 2022, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Hinz, S., Feitosa, R. Q., Weinmann, M. & Jutzi, B. (eds.). Copernicus, Vol. Volume V-1-2022. p. 203-210 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile9 Citations (Scopus)508 Downloads (Pure) -
Preface: the 2022 edition of the XXIVth ISPRS congress
Landrieu, L., Rupnik, E., Oude Elberink, S., Mallet, C. & Paparoditis, N., 18 May 2022, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Congress “Imaging today, foreseeing tomorrow”, Commission V and Youth Forum. Kumar, A. S., Raju, P. L. N. & S. R. R. (eds.). Copernicus, Vol. V-5-2022. p. 1-5 5 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic
Open AccessFile46 Downloads (Pure) -
Stacking-based uncertainty modelling of statistical and machine learning methods for residential property valuation
Jafari, A., Delavar, M. R. & Stein, A., 17 May 2022, XXIV ISPRS Congress “Imaging today, foreseeing tomorrow”: Commission IV. Zlatanova, S., Sithole, G. & Barton, J. (eds.). 4 ed. Nice: Copernicus, Vol. 5. p. 49-55 7 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile2 Citations (Scopus)20 Downloads (Pure) -
Water Security and Global Health in Subsaharan Africa, Latin America, Pacific Islands and Europe
Anthonj, C., Sept 2022, Geographien der Gesundheit: Beiträge zum 50-jährigen Bestehen des Arbeitskreises Medizinische Geographie und Geographische Gesundheitsforschung in der DGfG. Kistemann, T. & Schweikart, J. (eds.). Düren: Shaker Publishing, Vol. 6. p. 25-38 (Geographische Gesundheitsforschung - Geographical Health Research; vol. 6).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
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2021
Bidirectional multi-scale attention networks for semantic segmentation of oblique UAV imagery
Lyu, Y., Vosselman, G., Xia, G. S. & Yang, M. Y., 17 Jun 2021, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress Imaging today, foreseeing tomorrow, Commission II. Paparoditis, N., Mallet, C., Lafarge, F., Yang, M. Y., Yilmaz, A., Wegner, J. D., Remondino, F., Fuse, T. & Toschi, I. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. V-2-2021. p. 75-82 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile7 Citations (Scopus)134 Downloads (Pure) -
Indoor 3D: Overview on scanning and reconstruction methods
Lehtola, V. V., Nikoohemat, S. & Nüchter, A., 10 May 2021, Handbook of Big Geospatial Data. Werner, M. & Chiang, Y.-Y. (eds.). Springer, p. 55-97 42 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile13 Citations (Scopus)1381 Downloads (Pure) -
Point cloud based 3D models for agent based simulations in social distancing and evacuation
Nikoohemat, S., Godoy, P., Valkhoff, N., Wouters-Van Leeuwen, M., Voûte, R. & Lehtola, V. V., 17 Jun 2021, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress "Imaging today, foreseeing tomorrow". Paparoditis, N., Mallet, C., Lafarge, F., Yang, M. Y., Zlatanova, S., Dragicevic, S., Sithole, G., Agugiaro, G., Arsanjani, J. J., Boguslawski, P., Breunig, M., Brovelli, M. A., Christophe, S., Coltekin, A., Delavar, M. R., Al Doori, M., Guilbert, E., Fonte, C. C., Haworth, J., Isikdag, U., Ivanova, I., Kang, Z., Khoshelham, K., Koeva, M., Kokla, M., Liu, Y., Madden, M., Mostafavi, M. A., Navratil, G., Paudyal, D. R., Pettit, C., Spano, A., Stefanakis, E., Tu, W., Vacca, G., Díaz-Vilariño, L., Wise, S., Wu, H. & Zhou, X. G. (eds.). 4 ed. Copernicus, Vol. 5. p. 113-120 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile2 Citations (Scopus)73 Downloads (Pure) -
2020
Automated Co-Registration of Intra-Epoch and Inter-Epoch Series of Multispectral Uav Images for Crop Monitoring
Mc'okeyo, P. O., Nex, F., Persello, C. & Vrieling, A., 3 Aug 2020, XXIV ISPRS Congress, Commission I 2020. Paparoditis, N., Mallet, C., Lafarge, F., Hinz, S., Feitosa, R., Weinmann, M. & Jutzi, B. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), p. 309-316 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-1).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile4 Citations (Scopus)268 Downloads (Pure) -
Body of knowledge for the earth observation and geoinformation sector: A basis for innovative skills development
Stelmaszczuk-górska, M. A., Aguilar-moreno, E., Casteleyn, S., Vandenbroucke, D., Miguel-lago, M., Dubois, C., Lemmens, R., Vancauwenberghe, G., Olijslagers, M., Lang, S., Albrecht, F., Belgiu, M., Krieger, V., Jagdhuber, T., Fluhrer, A., Soja, M. J., Mouratidis, A., Persson, H. J., Colombo, R. & Masiello, G., 24 Aug 2020, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. XLIII-B5-2020. p. 15-22 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile6 Citations (Scopus)183 Downloads (Pure) -
Classification of tree species and standing dead trees by fusing UAV-based lidar data and multispectral imagery in the 3D deep neural network PointNet++
Briechle, S., Krzystek, P. & Vosselman, G., 3 Aug 2020, XXIV ISPRS Congress, Commission I 2020. Paparoditis, N., Mallet, C., Lafarge, F., Remondino, F., Toschi, I. & Fuse, T. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), p. 203-210 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-2).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile42 Citations (Scopus)819 Downloads (Pure) -
Deep learning for monocular depth estimation from UAV images
Madhuanand, L., Nex, F. & Yang, M. Y., 3 Aug 2020, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress. Paparoditis, N., Mallet, C., Lafarge, F., Remondino, F., Toschi, I. & Fuse, T. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), p. 451-458 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-2).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile6 Citations (Scopus)469 Downloads (Pure) -
Efficient training of semantic point cloud segmentation via active learning
Lin, Y., Vosselman, G., Cao, Y. & Yang, M. Y., 3 Aug 2020, XXIV ISPRS Congress, Commission II 2020. Paparoditis, N., Mallet, C., Lafarge, F., Remondino, F., Toschi, I. & Fuse, T. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), p. 243-250 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-2-2020).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile13 Citations (Scopus)348 Downloads (Pure) -
Infrastructure degradation and post-disaster damage detection using anomaly detecting Generative Adversarial Networks
Tilon, S. M., Nex, F., Duarte, D., Kerle, N. & Vosselman, G., 3 Aug 2020, XXIV ISPRS Congress, Commission II 2020. Paparoditis, N., Mallet, C., Lafarge, F., Remondino, F., Toschi, I. & Fuse, T. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), p. 573-582 10 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-2-2020).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile7 Citations (Scopus)318 Downloads (Pure) -
LR-CNN: Local-aware region cnn for vehicle detection in aerial imagery
Liao, W., Chen, X., Yang, J., Roth, S., Goesele, M., Yang, M. Y. & Rosenhahn, B., 3 Aug 2020, XXIV ISPRS Congress, Commission II 2020. Paparoditis, N., Mallet, C., Lafarge, F., Remondino, F., Toschi, I. & Fuse, T. (eds.). Nice: International Society for Photogrammetry and Remote Sensing (ISPRS), p. 381-388 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-2-2020).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile8 Citations (Scopus)83 Downloads (Pure) -
NODIS: Neural ordinary differential scene understanding
Cong, Y., Ackermann, H., Liao, W., Yang, M. Y. & Rosenhahn, B., 12 Nov 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XX. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J. M. (eds.). Cham: Springer, p. 636-653 18 p. (Lecture Notes in Computer Science; vol. 12365).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile8 Citations (Scopus)78 Downloads (Pure) -
Polarimetric calibration of l-band airborne sar data
Maiti, A., Kumar, S., Tolpekin, V. & Agarwal, S., 3 Aug 2020, XXIV ISPRS Congress, Commission I 2020. Paparoditis, N., Mallet, C., Lafarge, F., Hinz, S., Feitosa, R., Weinmann, M. & Jutzi, B. (eds.). Nice: International Society for Photogrammetry and Remote Sensing (ISPRS), p. 369-374 6 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-1-2020).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile1 Citation (Scopus)84 Downloads (Pure) -
Post-fire hazard detection using ALOS-2 radar and landsat-8 optical imagery
Mutai, S. & Chang, L., 17 Nov 2020, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Helmholz, P., Zlatanov, S. & Barton, J. (eds.). Sydney: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. VI-3/W1-2020. p. 75-82 8 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile123 Downloads (Pure) -
Robust resection model for aligning the mobile mapping systems trajectories at degraded and denied urban environments
Alsadik, B., 3 Aug 2020, XXIV ISPRS Congress, Commission I 2020. Paparoditis, N., Mallet, C., Lafarge, F., Hinz, S., Feitosa, R., Weinmann, M. & Jutzi, B. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), p. 215–222 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-1-2020).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile1 Citation (Scopus)212 Downloads (Pure) -
Smart fusion of mobile laser scanner data with large scale topographic maps
Oude Elberink, S. J., 3 Aug 2020, XXIV ISPRS Congress, Commission II 2020. Paparoditis, N., Mallet, C., Lafarge, F., Remondino, F., Toschi, I. & Fuse, T. (eds.). Nice: International Society for Photogrammetry and Remote Sensing (ISPRS), p. 251-258 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-2-2020).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile1 Citation (Scopus)101 Downloads (Pure) -
Strategies to integrate IMU and LiDAR SLAM for indoor mapping
Karam, S., Vosselman, G. & Lehtola, V. V., 3 Aug 2020, XXIV ISPRS Congress, Commission I 2020. Paparoditis, N., Mallet, C., Lafarge, F., Hinz, S., Feitosa, R., Weinmann, M. & Jutzi, B. (eds.). Copernicus, p. 223-230 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. V-1-2020).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile24 Citations (Scopus)399 Downloads (Pure) -
2019
Change detection between digital surface models from airborne laser scanning and dense image matching using convolutional neural networks
Zhang, Z., Vosselman, G., Gerke, M., Persello, C., Tuia, D. & Yang, M. Y., 29 May 2019, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. Vosselman, G., Oude Elberink, S. J. & Wang, M. Y. (eds.). 2/W5 ed. Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV. p. 453-460 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile10 Citations (Scopus)151 Downloads (Pure) -
Damage detection on building façades using multi-temporal aerial oblique imagery
Duarte, D. A., Nex, F., Kerle, N. & Vosselman, G., 29 May 2019, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. Vosselman, G., Oude Elberink, S. J. & Yang, M. Y. (eds.). 2/W5 ed. Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV. p. 29-36 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile12 Citations (Scopus)248 Downloads (Pure) -
Indoor 3d modeling and flexible space subdivision from point clouds
Nikoohemat, S., Diakité, A., Zlatanova, S. & Vosselman, G., 29 May 2019, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. Vosselman, G., Oude Elberink, S. J. & Yang, M. Y. (eds.). 2/W5 ed. Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV. p. 285-292 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile21 Citations (Scopus)569 Downloads (Pure) -
Introduction to multimodal scene understanding
Yang, M. Y., Rosenhahn, B. & Murino, V., 2 Aug 2019, Multimodal Scene Understanding: Algorithms, Applications and Deep Learning. Yang, M. Y., Rosenhahn, B. & Murino, V. (eds.). Elsevier, p. 1-7 7 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile3 Citations (Scopus)329 Downloads (Pure) -
Learning convolutional neural networks for object detection with very little training data
Reinders, C., Ackermann, H., Yang, M. Y. & Rosenhahn, B., 2 Aug 2019, Multimodal Scene Understanding: Algorithms, Applications and Deep Learning. Yang, M. Y., Rosenhahn, B. & Murino, V. (eds.). Elsevier, p. 65-100 36 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile27 Citations (Scopus)430 Downloads (Pure) -
Multimodal fusion architectures for pedestrian detection
Guan, D., Yang, J., Cao, Y., Yang, M. Y. & Cao, Y., 2 Aug 2019, Multimodal Scene Understanding: Algorithms, Applications and Deep Learning. Yang, M. Y., Rosenhahn, B. & Murino, V. (eds.). Elsevier, p. 101-133 33 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile253 Downloads (Pure) -
2018
An Evaluation Pipeline For Indoor Laser Scanning Point Clouds
Karam, S., Peter, M., Hosseinyalamdary, S. & Vosselman, G., 26 Sept 2018, ISPRS TC I Mid-term Symposium Innovative Sensing – From Sensors to Methods and Applications (Volume IV-1) 10–12 October 2018, Karlsruhe, Germany. Jutzi, B., Weinmann, M. & Hinz, S. (eds.). Karlsruhe: International Society for Photogrammetry and Remote Sensing (ISPRS), p. 85-92 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-1).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile10 Citations (Scopus)188 Downloads (Pure) -
Deep Learning for Vehicle Detection in Aerial Images
Yang, M. Y., Liao, W., Li, X. & Rosenhahn, B., Oct 2018, 2018 25th IEEE International Conference on Image Processing (ICIP): 7-10 October 2018, Athens, Greece. IEEE, p. 3079-3083Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile31 Citations (Scopus)258 Downloads (Pure) -
Detection of Cars in Mobile Lidar Point Clouds
Li, G., Fang, X., Khoshelham, K. & Oude Elberink, S. J., 2018, 2018 3rd International Conference on Intelligent Transportation Engineering. IEEE, p. 259-263 5 p. 8492695Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
4 Citations (Scopus) -
Fully Convolutional Networks for Ground Classification from LiDAR Point Clouds
Rizaldi, A., Persello, C., Gevaert, C. M. & Oude Elberink, S. J., 4 Jun 2018, 2018 ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”, 4–7 June 2018, Riva del Garda, Italy. 2 ed. Riva Del Garda: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 4. p. 231-238 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-2).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile42 Citations (Scopus)439 Downloads (Pure) -
Fully Convolutional Networks for Multi-temporal SAR Image Classification
Mullissa, A. G., Persello, C. & Tolpekin, V. A., 5 Nov 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 6635-3338 4 p. 8518780Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
29 Citations (Scopus)23 Downloads (Pure) -
Identifying favorable spatio-temporal conditions for West Nile virus outbreaks by co-clustering of modis LST idences time series
Andreo, V., Izquierdo-Verdiguier, E., Zurita-Milla, R., Rosà, R., Rizzoli, A. & Papa, A., 5 Nov 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 4670-4673 4 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
8 Citations (Scopus)10 Downloads (Pure) -
Interactive Cadastral Boundary Delineation from UAV Data
Crommelinck, S., Höfle, B., Koeva, M. N., Yang, M. Y. & Vosselman, G., 28 May 2018, ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”, 4–7 June 2018, Riva del Garda, Italy. Vol. IV-2. p. 81-88 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile22 Citations (Scopus)284 Downloads (Pure) -
Object Recognition from very few Training Examples for Enhancing Bicycle Maps
Reinders, C., Ackermann, H., Yang, M. Y. & Rosenhahn, B., 22 Oct 2018, 2018 IEEE Intelligent Vehicles Symposium (IV). IEEE, p. 860-867 8 p. (IEEE Intelligent Vehicles Symposium, Proceedings; vol. 2018-June).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile13 Citations (Scopus)121 Downloads (Pure) -
Pole-Like Road Furniture Detection In Sparse And Unevenly Distributed Mobile Laser Scanning Data
Li, F., Lehtomäki, M., Oude Elberink, S. J., Vosselman, G., Puttonen, E., Kukko, A. & Hyyppä, J., 28 May 2018, 2018 ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”, 4–7 June 2018, Riva del Garda, Italy.. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV-2. p. 185-192 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-2).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile6 Citations (Scopus)84 Downloads (Pure) -
Potential of multi-temporal Sentinel-1A Dual polarization SAR images for vegetable classification in Indonesia
Li, M. & Bijker, W., 2018, IGARSS 2018 : IEEE International Geoscience and Remote Sensing Symposium : Observing, Understanding and Forecasting the Dynamics of Our Planet. IEEE Catalog Number: CFP18IGA-ART ed. IEEE, p. 3828-3831 4 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
7 Citations (Scopus)20 Downloads (Pure) -
Satellite Image Classification Of Building Damages Using Airborne And Satellite Image Samples In A Deep Learning Approach
Duarte, D., Nex, F. C., Kerle, N. & Vosselman, G., 28 May 2018, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”. 2 ed. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV. p. 89-96 8 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile89 Citations (Scopus)557 Downloads (Pure) -
Semantic Building Façade Segmentation From Airborne Oblique Images
Lin, Y., Nex, F. C. & Yang, M. Y., 28 May 2018, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2 ed. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV. p. 209-216 8 p. 31540640Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile6 Citations (Scopus)117 Downloads (Pure)