If you made any changes in Pure these will be visible here soon.

Research Output 2014 2019

2019

Challenges of Mapping the Missing Spaces

Gevaert, C. M., Kohli, D. & Kuffer, M., 2019, IEEE - Joint Urban Remote Sensing Event, 2019. Vannes: IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

image processing
remote sensing
informal settlement
spatial data
nongovernmental organization
28 Downloads (Pure)

Machine Learning for Disaster Risk Management

Deparday, V., Gevaert, C. M., Molinario, G., Soden, R. & Balog-Way, S., 16 Jan 2019, World Bank. 51 p.

Research output: Book/ReportReportProfessional

Open Access
File
Risk management
Disasters
Learning systems
Learning algorithms
Artificial intelligence

The Generic Slum Ontology: Can a Global Slum Repository be created?

Kohli, D., Kuffer, M. & Gevaert, C. M., Jun 2019, IEEE - Joint Urban Remote Sensing Event, 2019. Vannes: IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

urban population
repository
local adaptation
spatial data
urban development
2018
10 Citations (Scopus)
3 Downloads (Pure)

A deep learning approach to DTM extraction from imagery using rule-based training labels

Gevaert, C. M., Persello, C., Nex, F. & Vosselman, G., 1 Aug 2018, In : ISPRS journal of photogrammetry and remote sensing. 142, p. 106-123 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

digital terrain model
imagery
learning
Labels
education
1 Citation (Scopus)
1 Downloads (Pure)

Context-Based Filtering of Noisy Labels for Automatic Basemap Updating From UAV Data

Gevaert, C. M., Persello, C., Oude Elberink, S. J., Vosselman, G. & Sliuzas, R. V., Aug 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 8 ed. Vol. 11. p. 1-11 11 p. (IEEE Journal of selected topics in applied earth observations and remote sensing).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

image classification
spatial data
imagery
method
vehicle
3 Citations (Scopus)

Digital world meets urban planet – new prospects for evidence-based urban studies arising from joint exploitation of big earth data, information technology and shared knowledge

Esch, T., Asamer, H., Bachofer, F., Balhar, J., Boettcher, M., Boissier, E., d'Angelo, P., Gevaert, C. M., Hirner, A., Jupova, K., Kurz, F., Yaw Kwarteng, A., Mathot, E., Marconcini, M., Marin, A., Metz-Marconcini, A., Pacini, F., Paganini, M., Permana, H., Soukup, T. & 4 others, Uereyen, S., Small, C., Svaton, V. & Nils Zeidler, J., 29 Nov 2018, In : International journal of digital earth. 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

Planets
information technology
Information technology
planet
Earth (planet)
6 Citations (Scopus)
25 Downloads (Pure)

Evaluating the Societal Impact of Using Drones to Support Urban Upgrading Projects

Gevaert, C. M., Sliuzas, R. V., Persello, C. & Vosselman, G., 10 Mar 2018, In : ISPRS international journal of geo-information. 7, 3, p. 1-15 15 p., 91.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Unmanned aerial vehicles (UAV)
informal settlement
privacy
data security
citizens' participation

Fully Convolutional Networks for Ground Classification from Airborne Laser Scanner data

Rizaldy, A., Persello, C., Gevaert, C. M., Oude Elberink, S. J. & Vosselman, G., 28 Nov 2018, p. 5. 1 p.

Research output: Contribution to conferenceAbstractOther research output

scanner
laser
image classification
pixel
software
12 Citations (Scopus)
18 Downloads (Pure)

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 proceedingChapterAcademicpeer-review

Open Access
File
Image classification
Neural networks
Pixels
Deep learning
8 Citations (Scopus)
50 Downloads (Pure)

Ground and Multi-Class Classification of Airborne Laser Scanner Point Clouds Using Fully Convolutional Networks

Rizaldy, A., Persello, C., Gevaert, C. M., Oude Elberink, S. J. & Vosselman, G., 1 Nov 2018, In : Remote sensing. 10, 11, p. 1-27 27 p., 1723.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
scanner
laser
photogrammetry
pixel
filter

Onbemande luchtvaartuigen om sloppenwijken in kaart te brengen: theoretische ontwikkelingen en praktische toepassingen

Translated title of the contribution: UAVs to map informal settlements: theoretical developments and practical applicationsGevaert, C. M., Vosselman, G., Persello, C. & Sliuzas, R. V., Dec 2018, In : Geo-info. 6, p. 42-43 2 p.

Research output: Contribution to journalArticleAcademic

60 Downloads (Pure)
Open Access
File

Unsupervised semantic change detection in informal settlements using UAV imagery

Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., 29 Nov 2018, p. 1. 1 p.

Research output: Contribution to conferenceAbstractOther research output

informal settlement
imagery
detection method
spatial data
roof
8 Citations (Scopus)
40 Downloads (Pure)

Using UAVs for map creation and updating: a case study in Rwanda

Koeva, M., Muneza, M., Gevaert, C., Gerke, M. & Nex, F., 4 Jul 2018, In : Survey review. 50, 361, p. 312-325 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Unmanned aerial vehicles (UAV)
orthophoto
spatial resolution
Satellites
Antennas

An automated technique for basemap updating using UAV data

Gevaert, C. M., Persello, C., Oude Elberink, S. J., Vosselman, G. & Sliuzas, R. V., 6 Mar 2017, Proceedings of Joint urban remote sensing event (JURSE) 2017, 6-8 March 2017, Dubai, United Arab Emirates. Piscataway: IEEE, p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Automatic Building Extraction from UAV data : poster

Gevaert, C. M., Persello, C., Vosselman, G. & Sliuzas, R. V., 2017. 1 p.

Research output: Contribution to conferencePoster

30 Citations (Scopus)
1 Downloads (Pure)
4 Citations (Scopus)

Slum mapping : from space to unmanned aerial vehicle based approaches

Sliuzas, R. V., Kuffer, M., Pfeffer, K., Gevaert, C. M. & Persello, C., 6 Mar 2017, Proceedings of Joint urban remote sensing event (JURSE) 2017, 6-8 March 2017, Dubai, United Arab Emirates. Dubai, p. 1-4

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2016
18 Citations (Scopus)

A deep learning approach to the classification of sub-decimetre resolution aerial images

Bergado, J. R., Persello, C. & Gevaert, C., Jul 2016, Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS) : Advancing the understanding of our living planet, 10-15 July 2016, Beijing, China. IEEE, p. 1516-1519

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

7 Citations (Scopus)

Classification of informal settlements through the integration of 2D and 3D features extracted from UAV data

Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., 12 Jul 2016, Proceedings of the XXIII ISPRS Congress : From human history to the future with spatial information, 12-19 July 2016, Prague, Czech Republic. Peer reviewed Annals, Volume III-3, 2016. Halounova, L. & [et al], . (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. III-3. p. 317-324 8 p. (ISPRS Annals of Photogrammaetry and Remote Sensing; vol. XLI-B1, no. III-3).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Open Access
3 Citations (Scopus)

Integration of 2D and 3D features from UAV imagery for informal settlement classification using Multiple Kernel Learning

Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., 2016, Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS) : Advancing the understanding of our living planet, 10-15 July 2016, Beijing, China. Piscataway: IEEE, 2016. Piscataway: IEEE, p. 1508-1511 4 p. (IGARSS; no. 2016).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

6 Citations (Scopus)

Opportunities for UAV mapping to support unplanned settlement upgrading

Gevaert, C. M., Sliuzas, R. V., Persello, C. & Vosselman, G., 2016, In : Rwanda journal : Series D : Life and natural sciences. 1, SE 2, p. 1-19 19 p., 4.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
15 Citations (Scopus)

Optimizing Multiple Kernel Learning for the classification of UAV data

Gevaert, C. M., Persello, C. & Vosselman, G., 2016, In : Remote sensing. 8, 12, p. 1-22 22 p., 1025.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
learning
informal settlement
heuristics
vehicle
imagery
2015
117 Citations (Scopus)

A comparison of STARFM and an unmixing-based algorithm for Landsat and MODIS data fusion

Gevaert, C. M. & Garcia-Haro, F. J., 2015, In : Remote sensing of environment. 156, p. 34-44

Research output: Contribution to journalArticleAcademicpeer-review

moderate resolution imaging spectroradiometer
Data fusion
Landsat
MODIS
reflectance

A photogrammetric approach for map updating using UAV in Rwanda

Maurice, M. J., Koeva, M. N., Gerke, M., Nex, F. C. & Gevaert, C. M., 18 Nov 2015, Proceedings of GeoTech Rwanda 2015, 18-20 November 2015, Kigali, Rwanda. Kigali, p. 1-16

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Automatic building extraction from UAV data : poster

Gevaert, C. M., Persello, C., Vosselman, G. & Sliuzas, R. V., 2015. 1 p.

Research output: Contribution to conferencePoster

Open Access

Automatic Semantic Labelling of Urban Areas using a rule-based approach and realized with MeVisLab

Speldekamp, T., Fries, C., Gevaert, C. M. & Gerke, M., 29 Apr 2015

Research output: Non-textual formWeb publication/siteOther research output

Combining hyperspectral RPA and multispectral satellite imagery to increase spectral-temporal detail for precision agriculture applications : powerpoint

Kooistra, L., Gevaert, C. M., Nurhayati, R. & Suomalainen, J., 2015, p. s1-s13.

Research output: Contribution to conferenceOther

Open Access
73 Citations (Scopus)

Informal settlement mapping with UAV : powerpoint

Gevaert, C. M., Sliuzas, R. V., Persello, C. & Vosselman, G., 2015, p. s1-s20. 20 p.

Research output: Contribution to conferenceOther

Opportunities for UAV mapping to support unplanned settlement upgrading

Gevaert, C. M., Sliuzas, R. V., Persello, C. & Vosselman, G., 18 Nov 2015, Proceedings of GeoTech Rwanda 2015, 18-20 November 2015, Kigali, Rwanda. p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
16 Citations (Scopus)

Recent trends on glacier area retreat over the group of Nevados Caullaraju - Pastoruri (Cordillera Blanca, Peru) using Landsat imagery

Duran-Alarcon, C., Gevaert, C. M., Mattar, C., Jimenez-Munoz, J. C., Pasapera-Gonzales, J. J., Sobrino, J. A., Silvia-Vidal, Y., Fashe-Raymundo, O., Chavez-Espiritu, T. W. & Santillan-Portilla, N., 2015, In : Journal of South American earth sciences. 59, p. 19-26

Research output: Contribution to journalArticleAcademicpeer-review

2014
10 Citations (Scopus)

Combining hyperspectral UAV and multispectral Formosat-2 imagery for precision agriculture applications

Gevaert, C. M., Tang, J., Garcia-Haro, F. J., Suomalainen, J. & Kooistra, L., 19 Oct 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing: WHISPERS. Lausanne: IEEE, p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

precision agriculture
imagery
vegetation index
crop
spatial resolution