Research Output

2019

Heat Flux Sources Analysis to the Ross Ice Shelf Polynya Ice Production Time Series and the Impact of Wind Forcing

Cheng, Z., Pang, X., Zhao, X. & Stein, A., 2019, In : Remote sensing. 11, 2, 15 p., 188.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
1 Citation (Scopus)

Identification of deformation pattern changes caused by enhanced oil recovery (EOR) using InSAR

Chang, L., Ku, O. & Hanssen, R., 2019, In : International journal of remote sensing. 40, 4, p. 1495-1505 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
60 Downloads (Pure)

Identifying a Slums’ Degree of Deprivation from VHR Images Using Convolutional Neural Networks

Ajami, A., Kuffer, M., Persello, C. & Pfeffer, K., 29 May 2019, In : Remote sensing. 11, 11, p. 1-24 24 p., 1282.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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6 Citations (Scopus)
63 Downloads (Pure)

Identifying rice stress on a regional scale from multi-temporal satellite images using a Bayesian method

Liu, M., Wang, T., Skidmore, A. K., Liu, X. & Li, M., 1 Apr 2019, In : Environmental Pollution. 247, April, p. 488-498 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Improved population mapping for China using remotely sensed and points-of-interest data within a random forests model

Ye, T., Zhao, N., Yang, X., Ouyang, Z., Liu, X., Chen, Q., Hu, K., Yue, W., Qi, J., Li, Z. & Jia, P., 2019, In : Science of the total environment. 658, p. 936-946 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

30 Citations (Scopus)

Improvement in food environments may help prevent childhood obesity: Evidence from a 9‐year cohort study

Wang, Y., Jia, P., Cheng, X. & Xue, H., 1 Oct 2019, In : Pediatric Obesity. 14, 10, 19 p., e12536.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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15 Citations (Scopus)
30 Downloads (Pure)

Incorporating Temporary Coherent Scatterers in Multi-Temporal InSAR Using Adaptive Temporal Subsets

Hu, F., Wu, J., Chang, L. & Hanssen, R. F., Oct 2019, In : IEEE transactions on geoscience and remote sensing. 57, 10, p. 7658-7670 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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5 Citations (Scopus)
17 Downloads (Pure)

Individual scatterer model learning for satellite interferometry

van de Kerkhof, B., Pankratius, V., Chang, L., van Swol, R. & Hanssen, R. F., 21 Oct 2019, In : IEEE transactions on geoscience and remote sensing. p. 1-8 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

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 proceedingChapterAcademicpeer-review

Open Access
File
3 Citations (Scopus)
242 Downloads (Pure)

Innovative remote sensing applications to support land tenure mapping in Kenya

Koeva, M. N., Stöcker, C., Crommelinck, S., Zevenbergen, J. A. & Vosselman, G., 2019. 2 p.

Research output: Contribution to conferenceAbstract

Inpainting occlusion holes in 3d built environment point clouds

Väänänen, P. & Lehtola, V., 29 Nov 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: 6th International Workshop LowCost 3D – Sensors, Algorithms, Applications,. Grussenmeyer, P., Murtiyoso, A., Macher, H. & Assi, R. (eds.). Strasbourg: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. XLII-2/W17. p. 393-398 6 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
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27 Downloads (Pure)

Integrating a low-cost mems imu into a laser-based slam for indoor mobile mapping

Karam, S., Lehtola, V. & Vosselman, G., 29 Nov 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: 6th International Workshop LowCost 3D – Sensors, Algorithms, Applications. Grussenmeyer, P., Murtiyoso, A., Macher, H. & Assi, R. (eds.). Strasbourg: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. XLII-2/W17. p. 149-156 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
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53 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 proceedingChapterAcademicpeer-review

Its4land - Innovative geospatial tools for fit-for-purpose land rights mapping

Koeva, M. N., Crommelinck, S., Stöcker, C., Crompvoets, J., Ho, S., Casiano, C., Schwering, A., Chipofya, M., Sahib, J., Zein, T., Timm, C., Kundert, K., Nkerabigwi, P., Alemie, B. K. & Wayumba, R. N., May 2019, p. 1-18. 18 p.

Research output: Contribution to conferencePaper

Open Access

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 proceedingChapterAcademicpeer-review

LIP: Learning instance propagation for video object segmentation

Lyu, Y., Vosselman, G., Xia, G. S. & Yang, M. Y., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. IEEE, p. 2739-2748 10 p. 9022371. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

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

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
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52 Downloads (Pure)

Mapping 123 million neonatal, infant and child deaths between 2000 and 2017

Osei, F. B., 17 Oct 2019, In : Nature. 574 , p. 353-358 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
11 Citations (Scopus)
968 Downloads (Pure)

Model-based small area estimation at two scales using Moran's spatial filtering

Truong, P. N. & Stein, A., 1 Nov 2019, In : Spatial and Spatio-temporal Epidemiology. 31, 100303.

Research output: Contribution to journalArticleAcademicpeer-review

Modeling Schistosoma japonicum Infection under Pure Specification Bias: Impact of Environmental Drivers of Infection

Araujo Navas, A. L., Osei, F. B., Leonardo, L. R., Soares Magalhães, R. J. & Stein, A., 2 Jan 2019, In : International journal of environmental research and public health. 16, 2, p. 1-18 18 p., 176.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
61 Downloads (Pure)

Modification Effects of Population Expansion, Ageing, and Adaptation on Heat-Related Mortality Risks Under Different Climate Change Scenarios in Guangzhou, China

Liu, T., Ren, Z., Zhang, Y., Feng, B., Lin, H., Xiao, J., Zeng, W., Li, X., Li, Z., Rutherford, S., Xu, Y., Lin, S., Nasca, P. C., Du, Y., Wang, J., Huang, C., Jia, P. & Ma, W., 2019, In : International journal of environmental research and public health. 16, 3, 17 p., 376.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
5 Citations (Scopus)
26 Downloads (Pure)

Monitoring Deformation along Railway Systems Combining Multi-Temporal InSAR and LiDAR Data

Hu, F., van Leijen, F. J., Chang, L., Wu, J. & Hanssen, R. F., 2 Oct 2019, In : Remote sensing. 11, 19, p. 1-19 19 p., 2298.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
21 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 proceedingChapterAcademicpeer-review

Multiple-point geostatistics to derive missing surface displacement values of a glacier inferred from dinsar: powerpoint

Ranjit, B., Tolpekin, V. A. & Stein, A., 14 Jun 2019, p. s1-s17. 17 p.

Research output: Contribution to conferenceOther

Multiple-point geostatistics to derive missing surface displacement values of a glacier inferred from dinsar

Ranjit, B., Tolpekin, V. A. & Stein, A., 14 Jun 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. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 4. p. 631-638 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
28 Downloads (Pure)

Natural language guided visual relationship detection

Liao, W., Rosenhahn, B., Shuai, L. & Yang, M. Y., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society Press, p. 444-453 10 p. 9025468. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

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

1 Citation (Scopus)

Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2

Csillik, O., Belgiu, M., Asner, G. P. & Kelly, M., 27 May 2019, In : Remote sensing. 11, 10, p. 1-26 26 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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7 Citations (Scopus)
18 Downloads (Pure)

Ontologies to interpret remote sensing images: why do we need them?

Arvor, D., Belgiu, M., Falomir, Z., Mougenot, I. & Durieux, L., 18 Aug 2019, In : GIScience & remote sensing. 56, 6, p. 911-939 29 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
8 Citations (Scopus)
142 Downloads (Pure)

Orientation-aware deep neural network for real image super-resolution

Du, C., Zewei, H., Anshun, S., Jiangxin, Y., Yanlong, C., Yanpeng, C., Siliang, T. & Yang, M. Y., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society Press, p. 1944-1953 10 p. 9025541. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

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

2 Citations (Scopus)

Out of Plumb Assessment for Cylindrical-Like Minaret Structures Using Geometric Primitives Fitting

Alsadik, B., Abdulateef, N. A. & Khalaf, Y. H., 29 Jan 2019, In : ISPRS international journal of geo-information. 8, 2, p. 1-21 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
15 Downloads (Pure)

Poisson-Gamma Mixture Spatially Varying Coefficient Modeling of Small-Area Intestinal Parasites Infection

Osei, F. B., Stein, A. & Ofosu, A., 1 Feb 2019, In : International journal of environmental research and public health. 16, 3, 17 p., 339.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
31 Downloads (Pure)

Polinsar based scattering information retrieval for forest aboveground biomass estimation

Agrawal, N., Kumar, S. & Tolpekin, V. A., 14 Jun 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. Vosselman, G., Oude Elberink, S. J. & Yang, M. Y. (eds.). 2/W13 ed. Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 42. p. 1913-1920 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives).

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

Open Access
File
22 Downloads (Pure)

PolInSAR Based Scattering Information retrieval for Forest Aboveground Biomass Estimation: poster

Tolpekin, V. A., 14 Jun 2019. 1 p.

Research output: Contribution to conferencePoster

PolSARNet: A Deep Fully Convolutional Network for Polarimetric SAR Image Classification

Mullissa, A. G., Persello, C. & Stein, A., Dec 2019, In : IEEE Journal of selected topics in applied earth observations and remote sensing. 12, 12, p. 5300-5309 10 p., 8936481.

Research output: Contribution to journalArticleAcademicpeer-review

Population Mapping with Multisensor Remote Sensing Images and Point-Of-Interest Data

Yang, X., Ye, T., Zhao, N., Chen, Q., Yue, W., Qi, J., Zeng, B. & Jia, P., 8 Mar 2019, In : Remote sensing. 11, 5, p. 1-14 14 p., 574.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
13 Citations (Scopus)
23 Downloads (Pure)

Position estimation of mobile mapping imaging sensors using aerial imagery

Jende, P. L. H., 20 Nov 2019, Enschede: University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). 154 p.

Research output: ThesisPhD Thesis - Research UT, graduation UT

Open Access
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38 Downloads (Pure)

Preface: Latest Developments, Methodologies, and Applications Based on UAV Platforms

Nex, F. C. & Remondino, F., 13 Mar 2019, In : Drones . 3, 1, p. 1-3 3 p., 26.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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31 Downloads (Pure)
Open Access

PREFACE - ISPRS WORKSHOP on UNMANNED AERIAL VEHICLES in GEOMATICS (UAV-g 2019)

Nex, F. C., 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.). Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV-2/W5. p. 85-86 2 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
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18 Downloads (Pure)

Preregistration classification of mobile LIDAR data using spatial correlations

Lehtola, V. V., Lehtomaki, M., Hyyti, H., Kaijaluoto, R., Kukko, A., Kaartinen, H. & Hyyppa, J., 1 Sep 2019, In : IEEE transactions on geoscience and remote sensing. 57, 9, p. 6900-6915 16 p., 8700597.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
13 Downloads (Pure)
4 Downloads (Pure)

Rapid prediction of the magnitude scale of landslide events triggered by an earthquake

Tanyaş, H., van Westen, C. J., Persello, C. & Alvioli, M., 1 Apr 2019, In : Landslides. 16, 4, p. 661-676 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
5 Citations (Scopus)
29 Downloads (Pure)

Real-Time Forecasting of Hand-Foot-and-Mouth Disease Outbreaks using the Integrating Compartment Model and Assimilation Filtering

Zhan, Z., Dong, W., Lu, Y., Yang, P., Wang, Q. & Jia, P., 25 Feb 2019, In : Scientific reports. 9, p. 1-9 9 p., 2661.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
33 Downloads (Pure)

Residential density was negatively associated with excess body weight among adults in an urban region of China

Wang, N., Wang, Z., Qin, Z., Ye, Q., Jia, P., Xu, Z., Xiong, Y. & Xu, F., 10 Jul 2019, In : PLoS ONE. 14, 7, p. 1-11 11 p., e0219314.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
3 Citations (Scopus)
67 Downloads (Pure)

Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data

Andreo, V. C., Belgiu, M., Hoyos, D. B., Osei, F. B., Provensal, C. & Stein, A., 1 May 2019, In : Ecological informatics. 51, p. 157-167 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
1 Downloads (Pure)

Sea Captains' Views on Automated Ship Route Optimization in Ice-covered Waters

Lehtola, V. V., Montewka, J. & Salokannel, J., 14 Aug 2019, In : Journal of navigation. p. 1-20 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Semantic Façade Segmentation from Airborne Oblique Images

Lin, Y., Nex, F. C. & Yang, M. Y., 1 Jun 2019, In : Photogrammetric engineering and remote sensing : PE&RS. 85, 6, p. 425-433 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Downloads (Pure)

Semantic labeling of als point clouds for tree species mapping using the deep neural network pointnet++

Briechle, S., Krzystek, P. & Vosselman, G., 4 Jun 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. 2/W13 ed. Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. XLII-2/W13. p. 951-955 5 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
3 Citations (Scopus)
25 Downloads (Pure)

Semantic segmentation of building in airborne images

Huang, S., Nex, F., Lin, Y. & Yang, M. Y., 4 Jun 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. 2/W13 ed. Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 42. p. 35-42 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
72 Downloads (Pure)