Research Output

2017

Analyzing Modular CNN Architectures for Joint Depth Prediction and Semantic Segmentation

Hosseini, O., Groth, O., Kirillov, A., Yang, M. Y. & Rother, C., 2017, Proceedings of the 2017 IEEE International Conference on Robotics and Automation (ICRA). Nakamura, Y. & [et al], . (eds.). Singapore: IEEE, p. 4620-4627 8 p.

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

28 Citations (Scopus)

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

A New Fully Gap-Free Time Series of Land Surface Temperature from MODIS LST Data

Metz, M., Andreo, V. & Neteler, M., 20 Dec 2017, In : Remote sensing. 9, 12, 19 p., 1333.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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84 Downloads (Pure)

Applications of geographic information systems (GIS) data and methods in obesity-related research

Jia, P., Cheng, X., Xue, H. & Wang, Y., 2017, In : Obesity reviews. 18, 4, p. 400-411

Research output: Contribution to journalArticleAcademicpeer-review

42 Citations (Scopus)
1 Downloads (Pure)

Architecture and prototypical implementation of a semantic querying system for big Earth observation image bases

Tiede, D., Baraldi, A., Sudmanns, M., Belgiu, M. & Lang, S., 2017, In : European Journal of Remote Sensing . 50, 1, p. 452-463

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
10 Citations (Scopus)
2 Downloads (Pure)

A Remote Sensing Data Based Artificial Neural Network Approach for Predicting Climate-Sensitive Infectious Disease Outbreaks: A Case Study of Human Brucellosis

Wang, J., Jia, P., Cuadros, D. F., Xu, M., Wang, X., Guo, W., Portnov, B. A., Bao, Y., Chang, Y., Song, G., Chen, N. & Stein, A., 2017, In : Remote sensing. 9, 10, p. 1018

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
10 Citations (Scopus)
59 Downloads (Pure)

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

A Workflow for Automated Satellite Image Processing: from Raw VHSR Data to Object-Based Spectral Information for Smallholder Agriculture

Stratoulias, D., Tolpekin, V., De By, R., Zurita-milla, R., Retsios, V., Bijker, W., Hasan, M. & Vermote, E., 2017, In : Remote sensing. 9, 10, 20 p., 1048.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
10 Citations (Scopus)
66 Downloads (Pure)

A WTLS-based rational function model for orthorectification of remote-sensing imagery

Ge, Y., Wei, Y., Song, Y., Wu, T., Stein, A., Guo, X., Zhou, C. & Ma, J., 2 Dec 2017, In : International journal of remote sensing. 38, 23, p. 7281-7301

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Building Third Generation Land Tools: Its4land, Smart Sketchmaps, UAVs, Automatic Feature Extraction, and the GeoCloud

Bennett, R. M., Gerke, M., Crompvoets, J., Alemie, B. K., Crommelinck, S. C. & Stöcker, E. C., 20 Mar 2017, Responsible Land Governance: Towards and Evidence Based Approach, Washington, D.C. March 20-24, 2017 : Proceedings of the Annual World Bank Conference on Land and Poverty,. Washington, D.C.: The World Bank, p. 1-23

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

Open Access

Can reconstructed land surface temperature data from space predict a West Nile Virus outbreak?

Andreo, V., Metz, J. C. M., Neteler, M., Rosà, R., Marcantonio, M., Billinis, C., Rizzoli, A. & Papa, A-L., 5 Jul 2017, ISPRS 2017 : Proceedings of the FOSS4G Europe 2017 : academic track meeting, 18-22 June, Marne La Vallée, France. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 42. p. 19-25 7 p. (ISPRS Archives; vol. XLII-4/W2).

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

Open Access
1 Citation (Scopus)

Car ownership and urban development in Chinese cities: a panel data analysis

Yang, Z., Jia, P., Liu, W. & Yin, H., 2017, In : Journal of transport geography. 58, p. 127-134

Research output: Contribution to journalArticleAcademicpeer-review

25 Citations (Scopus)
1 Downloads (Pure)

Change vector analysis to monitor the changes in fuzzy shorelines

Dewi, R. S., Bijker, W. & Stein, A., 2017, In : Remote sensing. 9, 2, 27 p., 147.

Research output: Contribution to journalArticleAcademicpeer-review

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

Classification of multitemporal SAR images using convolutional neural networks and Markov random fields

Danilla, C., Persello, C., Tolpekin, V. & Bergado, J. R., 1 Jul 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS): 23-28 Jly 2017, Fort Worth Texas, USA. IEEE, p. 2231-2234 4 p.

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

4 Citations (Scopus)

Comparing Fuzzy Sets and Random Sets to Model the Uncertainty of Fuzzy Shorelines

Dewi, R. S., Bijker, W. & Stein, A., 2017, In : Remote sensing. 9, 9, 20 p., 885.

Research output: Contribution to journalArticleAcademicpeer-review

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

Contextual segment-based classification of airborne laser scanner data

Vosselman, G., Coenen, M. & Rottensteiner, F., 1 Jun 2017, In : ISPRS journal of photogrammetry and remote sensing. 128, p. 354-371 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

54 Citations (Scopus)
2 Downloads (Pure)

Contour detection for UAV-based cadastral mapping

Crommelinck, S. C., Bennett, R. H., Gerke, M., Yang, Y. & Vosselman, G., 2017, In : Remote sensing. 9, 2, p. 1-13 13 p., 171.

Research output: Contribution to journalArticleAcademicpeer-review

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

Dark Spot Detection And Characterisation Of Marine Surface Slicks Using Polsar Remote Sensing

Kulshrestha, A., Kumar, S. & Bijker, W., Oct 2017. 7 p.

Research output: Contribution to conferencePaper

Open Access

Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images

Persello, C. & Stein, A., 1 Jan 2017, In : IEEE geoscience and remote sensing letters. 14, 12, p. 2325-2329

Research output: Contribution to journalArticleAcademicpeer-review

46 Citations (Scopus)
5 Downloads (Pure)

Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection

Kluger, F., Ackermann, H., Yang, M. Y. & Rosenhahn, B., 15 Aug 2017, Pattern recognition : Proceedings of the 39th German Conference, GCPR 2017, Basel, Switzerland, 12-15 September, 2017. Springer, p. 17-28 Chapter 2. (Lecture Notes in Computer Science; vol. 10496).

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

13 Citations (Scopus)

Delineating hierarchical hospital service areas in Florida

Jia, P., Wang, F. & Xierali, I. M., 2017, In : Geographical review. 107, 4, p. 608-623 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

13 Citations (Scopus)

Dense matching quality evaluation : an empirical study

Zhang, Z., Gerke, M., Peter, M. S., Yang, M. Y. & Vosselman, G., 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

3 Citations (Scopus)

Deriving urban neighborhood characteristics using spatial autocorrelation measures.

Durgi, D., Brussel, M. J. G., Tambe, D. T., Stein, A., Zuidgeest, M. H. P. & van Maarseveen, M. F. A. M., 2017, Proceedings of the 15th International Conference on Computers in Urban Planning and Urban Management (CUPUM), 11-14 July 2017, Adelaide, Australia. . Adelaide: Computers in Urban Planning and Urban Management, 24 p.

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

Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks

Mboga, N., Persello, C., Bergado, J. R. & Stein, A., 2017, In : Remote sensing. 9, 11, 18 p., 1106.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
37 Citations (Scopus)
66 Downloads (Pure)

Detection of informal settlements from VHR satellite images using convolutional neural networks

Mboga, N., Persello, C., Bergado, J. R. & Stein, A., 1 Jul 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS): 23-28 July 2017, Fort Worth Texas, USA. IEEE, p. 5169-5172 4 p.

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

2 Citations (Scopus)
Open Access
File
7 Citations (Scopus)
61 Downloads (Pure)

Ensemble classification for identifying neighbourhood sources of fugitive dust and associations with observed PM 10

Khuluse-makhanya, S., Stein, A., Breytenbach, A., Gxumisa, A., Dudeni-tlhone, N. & Debba, P., 1 Oct 2017, In : Atmospheric environment. 166, p. 151-165

Research output: Contribution to journalArticleAcademicpeer-review

Error Modeling of Reduced IMU using Recurrent Neural Network

Hosseinyalamdary, S. & Balazadegan Sarvrood, Y., 2017, Proceedings of the 8th international conference on Indoor Positioning and Indoor Navigation, 18-21 September 2017, Sapporo, Japan. Indoor Positioning and Indoor Navigation, 4 p.

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

Open Access

Exploiting indoor mobile laser scanner trajectories for semantic interpretation of point clouds

Nikoohemat, S., Peter, M., Oude Elberink, S. & Vosselman, G., 2017, Proceedings ISPRS geospatial week 2017, 18-22 September 2017, Wuhan, China. Peer reviewed Annals, Volume IV-2/W4, 2017. Li, D. & [et al], . (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV-2/W4. p. 355-362 8 p. (ISPRS Peer reviewed Annals; vol. IV-2).

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

Open Access
27 Citations (Scopus)

Fully automatic feature-based registration of mobile mapping and aerial nadir images for enabling the adjustment of mobile platform locations in gnss-denied urban environments

Jende, P., Nex, F., Gerke, M. & Vosselman, G., 30 May 2017, Proceedings of ISPRS Hannover Workshop : HRIGI 17 – CMRT 17 – ISA 17 – EuroCOW 17, 6–9 June 2017, Hannover, Germany. Heipke, C. & [et al], . (eds.). Hannover: International Society for Photogrammetry and Remote Sensing (ISPRS), p. 317-323 7 p. (ISPRS Archives; vol. XLII-1/W1).

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

Open Access
6 Citations (Scopus)

Global robust image rotation from combined weighted averaging

Reich, M., Ying Yang, M. & Heipke, C., 2017, In : ISPRS journal of photogrammetry and remote sensing. 127, p. 89-101

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)

Improving FOSS photogrammetric workflows for processing large image datasets

Martinez-rubi, O., Nex, F., Pierrot-deseilligny, M. & Rupnik, E., 1 Dec 2017, In : Open Geospatial Data, Software and Standards. 2, 13 p., 12.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
48 Downloads (Pure)

Incorporating Open Source Data for Bayesian Classification of Urban Land Use From VHR Stereo Images

Li, M., De Beurs, K. M., Stein, A. & Bijker, W., 1 Nov 2017, In : IEEE Journal of selected topics in applied earth observations and remote sensing. 10, 11, p. 4930-4943

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)
34 Citations (Scopus)
1 Downloads (Pure)

Integrating spherical panoramas and maps for visualization of cultural heritage objects using virtual reality technology

Koeva, M. N., Luleva, M. I. & Maldjanski, P., 2017, In : Sensors (Switserland). 17, 4, 15 p., 829.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
16 Citations (Scopus)
72 Downloads (Pure)

Its4land : 7 innovations, 7 lessons, 70 minutes : powerpoint

Bennett, R. M., Zevenbergen, J. A., Zein, T. & Koeva, M. N., 20 Mar 2017, p. s1-s18.

Research output: Contribution to conferenceOther

Open Access

Land cover change during a period of extensive landscape restoration in Ningxia Hui Autonomous Region, China

Cadavid Restrepo, A. M., Yang, Y. R., Hamm, N. A. S., Gray, D. J., Barnes, T. S., Williams, G. M., Soares Magalhães, R. J., McManus, D. P., Guo, D. & Clements, A. C. A., 15 Nov 2017, In : Science of the total environment. 598, p. 669-679 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

14 Citations (Scopus)

Lane level localization : using images and HD maps to mitgate the lateral error

Hosseinyalamdary, S. & Peter, M., 2017, Proceedings of ISPRS Hannover Workshop : HRIGI 17 – CMRT 17 – ISA 17 – EuroCOW 17, 6–9 June 2017, Hannover, Germany. Heipke, C. (ed.). Hannover: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. XLII-1/W1. p. 129-134 (ISPRS Archives).

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

Open Access
1 Citation (Scopus)

Line Segmentation Of 2d Laser Scanner Point Clouds For Indoor Slam Based On A Range Of Residuals

Peter, M., Jafri, S. R. U. N. & Vosselman, G., 2017, Proceedings ISPRS geospatial week 2017, 18-22 September 2017, Wuhan, China. Peer reviewed Annals, Volume IV-2/W4, 2017. Li, D. & [et al], . (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV-2/W4. p. 363-369 7 p. (ISPRS ANNALS).

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

Open Access
8 Citations (Scopus)

Mapping the spatial variability of HIV infection in Sub-Saharan Africa: Effective information for localized HIV prevention and control

Cuadros, D. F., Li, J., Branscum, A. J., Akullian, A., Jia, P., Mziray, E. N. & Tanser, F., 1 Dec 2017, In : Scientific reports. 7, 9093.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
20 Citations (Scopus)
83 Downloads (Pure)

Modelling Of Indoor Environments Using Lindenmayer Systems

Peter, M., 2017, Proceedings ISPRS geospatial week 2017, 18-22 September 2017, Wuhan, China . Li, D. (ed.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. XLII-2/W7. p. 385-390

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

Open Access
2 Citations (Scopus)

Motion Segmentation Using Global and Local Sparse Subspace Optimization

Yang, M. Y., Ackermann, H., Lin, W., Feng, S. & Rosenhahn, B., 2017, In : Photogrammetric engineering and remote sensing : PE&RS. 83, 11, p. 769-778

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

Multi-sensor integration and fusion

Wang, C. (ed.), Smit, J. (ed.), Habib, A. F. (ed.) & Yang, M. Y. (ed.), 2017, In : Sensors (Switserland). 17, Special issue

Research output: Contribution to journalEditorialAcademicpeer-review

Open Access

Node-grained incremental community detection for streaming networks

Yin, S., Chen, S., Feng, Z., Huang, K., He, D., Zhao, P. & Yang, M. Y., 11 Jan 2017, Proceedings - 2016 IEEE 28th International Conference on Tools with Artificial Intelligence, ICTAI 2016. Esposito, A., Alamaniotis, M., Mali, A. & Bourbakis, N. (eds.). IEEE, p. 585-592 8 p. 7814655

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

1 Citation (Scopus)

Object-based classification of terrestrial laser scanning point clouds for landslide monitoring

Mayr, A., Rutzinger, M., Bremer, M., Oude Elberink, S. J., Stumpf, F. & Geitner, C., 1 Dec 2017, In : Photogrammetric record. 32, 160, p. 377-397

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
17 Citations (Scopus)
121 Downloads (Pure)

Object-based image analysis for cadastral mapping using satellite images

Kohli, D., Crommelinck, S., Bennett, R., Koeva, M., Lemmen, C., Bruzzone, L. (ed.), Bovolo, F. (ed.) & Benediktsson, J. A. (ed.), 4 Oct 2017, Image and Signal Processing for Remote Sensing XXIII. Bruzzone, L. (ed.). SPIE - The International Society for Optical Engineering, p. 33 104270V. (SPIE Proceedings Series; vol. 10427).

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

On support relations and semantic scene graphs

Yang, M. Y., Liao, W., Ackermann, H. & Rosenhahn, B., 1 Sep 2017, In : ISPRS journal of photogrammetry and remote sensing. 131, p. 15-25

Research output: Contribution to journalArticleAcademicpeer-review

16 Citations (Scopus)

Opioid tapering in patients with prescription opioid use disorder: A retrospective study

Zhou, K., Jia, P., Bhargava, S., Zhang, Y., Reza, T., Peng, Y. B. & Wang, G. G., 1 Oct 2017, In : Scandinavian Journal of Pain. 17, p. 167-173

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

Outlier detection in urban air quality sensor networks : powerpoint

van Zoest, V. M., Stein, A. & Hoek, G., 2017, p. s1-s21.

Research output: Contribution to conferenceOther

Pocket money, eating behaviors, and weight status among Chinese children: The Childhood Obesity Study in China mega-cities

Li, M., Xue, H., Jia, P., Zhao, Y., Wang, Z., Xu, F. & Wang, Y., 1 Jul 2017, In : Preventive medicine. 100, p. 208-215 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

14 Citations (Scopus)