Research Output 1966 2019

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Article
2016

Identification and utilization of land-use type importance for land-use data generalization

Gao, W., Stein, A., Yang, L., Hou, J., Wu, X. & Jiang, X., 2016, In : Cartographic journal. 53, 1, p. 31-42

Research output: Contribution to journalArticleAcademicpeer-review

25 Citations (Scopus)

Identification of structurally damaged areas in airborne oblique images using a visual-bag-of-words approach

Vetrivel, A., Gerke, M., Kerle, N. & Vosselman, G., 2016, In : Remote sensing. 8, 3, 22 p., 231.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
15 Citations (Scopus)

Individual tree crown modeling and change detection from airborne lidar data

Xiao, W., Xu, S., Oude Elberink, S. J. & Vosselman, G., 22 Apr 2016, In : IEEE Journal of selected topics in applied earth observations and remote sensing. 9, 8, p. 3467-3477 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

modeling
Laser beams
detection
segmentation
hull
50 Citations (Scopus)

Kernel-based domain-invariant feature selection in hyperspectral images for transfer learning

Persello, C. & Bruzzone, L., 2016, In : IEEE transactions on geoscience and remote sensing. 54, 5, p. 2615-2626

Research output: Contribution to journalArticleAcademicpeer-review

27 Citations (Scopus)

Mapping indoor spaces by adaptive coarse-to-fine registration of RGB-D data

dos Santos, D. R., Brasso, M. A., Khoshelham, K., de Oliveira, E., Pavan, N. L. & Vosselman, G., 2016, In : IEEE geoscience and remote sensing letters. 13, 2, p. 262-266 5 p.

Research output: Contribution to journalArticleAcademicpeer-review

Random errors
Feature extraction
Cameras
extraction method
segmentation
9 Citations (Scopus)
74 Downloads (Pure)

Mapping Soil Transmitted Helminths and Schistosomiasis under Uncertainty: A Systematic Review and Critical Appraisal of Evidence

Araujo Navas, A. L., Hamm, N. A. S., Soares Magalhaes, R. J. & Stein, A., 2016, In : PLoS neglected tropical diseases. 10, 12, p. - 28 p., e0005208.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
5 Citations (Scopus)

Markov random field based method for super-resolution mapping of forest encroachment from remotely sensed ASTER image

Tiwari, L. K., Sinha, S. K., Saran, S., Tolpekin, V. A. & Raju, P. L. N., 5 Aug 2016, In : Geocarto international. 31, 4, p. 428-445 31 p.

Research output: Contribution to journalArticleAcademicpeer-review

12 Citations (Scopus)
157 Downloads (Pure)

Mobile augmented reality in support of building damage and safety assessment

Kim, W., Kerle, N. & Gerke, M., 2016, In : Natural hazards and earth system sciences. 16, 1, p. 287-298

Research output: Contribution to journalArticleAcademicpeer-review

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

Nonseparable dynamic nearest neighbor Gaussian process models for large spatio-temporal data with an application to particulate matter analysis

Datta, A., Banerjee, S., Finley, A. O., Hamm, N. A. S. & Schaap, M., 2016, In : Annals of applied statistics. 10, 3, p. 1286-1316

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
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

Opportunities of using random sets to model uncertainties in agricultural field boundaries observed from remote sensing images

Stein, A., Ghofrani Esfahani, A. & Abkar, A-A., 2016, In : Asian journal of agricultureal extension, economics and sociology. 8, 2, p. - 11 p., AJAEES.20462.

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

Region-based urban road extraction from VHR satellite images using Binary Partition Tree

Li, M., Stein, A., Bijker, W. & Zhan, Q., 2016, In : International Journal of Applied Earth Observation and Geoinformation (JAG). 44, p. 217-225

Research output: Contribution to journalArticleAcademicpeer-review

45 Citations (Scopus)
246 Downloads (Pure)

Review of automatic feature extraction from high-resolution optical sensor data for UAV-based cadastral mapping

Crommelinck, S. C., Bennett, R. M., Gerke, M., Nex, F. C., Yang, Y. & Vosselman, G., 2016, In : Remote sensing. 8, 8, p. 1-28 28 p., 689.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)

Simulated Annealing With Variogram-Based Optimization to Quantify Spatial Patterns of Trees Extracted From High-Resolution Images

Srivastava, V., Stein, A., Rossiter, D. G., Garg, P. K. & Garg, R. D., 1 Aug 2016, In : IEEE geoscience and remote sensing letters. 13, 8, p. 1084-1088

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)
31 Downloads (Pure)

Simulating an autonomously operating low - cost static terrestrial LiDAR for multitemporal maize crop height measurements

Crommelinck, S. C. & Hofle, B., 2016, In : Remote sensing. 8, 3, p. - 17 p., 205.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
23 Citations (Scopus)

Skeletal camera network embedded structure-from-motion for 3D scene reconstruction from UAV images.

Xu, Z., Wu, L., Gerke, M., Wang, R. & Yang, H., 2016, In : ISPRS journal of photogrammetry and remote sensing. 121, p. 113-127

Research output: Contribution to journalArticleAcademicpeer-review

pilotless aircraft
Unmanned aerial vehicles (UAV)
Cameras
cameras
Fixed wings

Spatial bayesian methods of flow forecasting in the Black Volta river

Abdul, I. W., Nokoe, K. S., Osei, F. B. & Ofosu, E., 2016, In : European journal of scientific research. 137, 1, p. 89-105

Research output: Contribution to journalArticleAcademicpeer-review

23 Downloads (Pure)

Spatial modeling of diabetes cases in Ghana

Oti-Boateng, E., Ngesa, O. & Osei, F. B., 2016, In : International journal of science and research. 5, 8, p. 1404-1409

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File

The applicability of the South African Census 2011 data for evidence-based urban planning

Khuluse-Makhanya, S., Dudeni-Tlhone, N., Holloway, J., Schmitz, P., Waldeck, L., Stein, A., Debba, P., Stylianides, T., du Plessis, P., Cooper, A. & Baloyi, E., 2016, In : Southern African journal of demography. 17, 1, p. 67-132

Research output: Contribution to journalArticleAcademicpeer-review

The impact of averaging methods on the trend analysis of the Antarctic sea ice extent and perimeter

Zhao, X., Xu, L., Stein, A. & Pang, X., 2016, In : Spatial statistics. 18, A, p. 221-233

Research output: Contribution to journalArticleAcademicpeer-review

26 Citations (Scopus)

The landscape epidemiology of echinococcoses

Cadavid Restrepo, A. M., Yang, Y. R., McManus, D. P., Gray, D. J., Giraudoux, P., Barnes, T. S., Williams, G. M., Soares Magalhaes, R. J., Hamm, N. A. S. & Clements, A. C. A., 2016, In : Infectious diseases of poverty. 5, p. - 13 p., 13.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
22 Citations (Scopus)

The variants of an LOD of a 3D building model and their influence on spatial analyses

Biljecki, F., Ledoux, H., Stoter, J. E. & Vosselman, G., 2016, In : ISPRS journal of photogrammetry and remote sensing. 116, p. 42-54 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Towards automated detection of visual cadastral boundaries : initial investigation of imagery, algorithms and perceptions.

Wassie, Y. A., Koeva, M. N. & Bennett, R. M., 2016, In : GIM International. 30, 8, p. 23-25

Research output: Contribution to journalArticleAcademic

UASs for cadastral applications : testing a fit-for-purpose land administration approach in Indonesia

Ramadhani, S., Bennett, R. M. & Nex, F. C., 2016, In : GIM International. 30, 12, p. 30-31

Research output: Contribution to journalArticleAcademic

28 Citations (Scopus)

Uncertainty analysis for image interpretations of urban slums

Kohli, D., Stein, A. & Sliuzas, R. V., 2016, In : Computers, environment and urban systems. 60, p. 37-49

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)
27 Downloads (Pure)

Uncertainty analysis of gross primary production partitioned from net ecosystem exchange measurements

Raj, R., Hamm, N. A. S., van der Tol, C. & Stein, A., 2016, In : Biogeosciences discussions. 13, 5, p. 1409-1422

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
net ecosystem exchange
uncertainty analysis
primary production
primary productivity
uncertainty
26 Citations (Scopus)

Urban land use extraction from Very High Resolution remote sensing imagery using a Bayesian network

Li, M., Stein, A., Bijker, W. & Zhan, Q., 2016, In : ISPRS journal of photogrammetry and remote sensing. 122, p. 192-205

Research output: Contribution to journalArticleAcademicpeer-review

23 Citations (Scopus)

Urban slum detection using texture and spatial metrics derived from satellite imagery

Kohli, D., Sliuzas, R. V. & Stein, A., 8 Aug 2016, In : Journal of spatial science. 61, 2, p. 405-426

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2017
5 Citations (Scopus)

A comparison of two downscaling procedures to increase the spatial resolution of mapping actual evapotranspiration

Mahour, M., Tolpekin, V., Stein, A. & Sharifi, A., 2017, In : ISPRS journal of photogrammetry and remote sensing. 126, p. 56-67

Research output: Contribution to journalArticleAcademicpeer-review

evapotranspiration
Evapotranspiration
downscaling
land surface temperature
spatial resolution
2 Citations (Scopus)

A GIS-based multi-criteria seismic vulnerability assessment using the integration of granular computing rule extraction and artificial neural networks

Sheikhian, H., Delavar, M. R. & Stein, A., 1 Dec 2017, In : Transactions in GIS. 21, 6, p. 1237-1259

Research output: Contribution to journalArticleAcademicpeer-review

artificial neural network
vulnerability
GIS
methodology
1 Citation (Scopus)

An Algorithm for Inter-calibration of Time-Series DMSP/OLS Night-Time Light Images

Mukherjee, S., Srivastav, S. K., Gupta, P. K., Hamm, N. A. S. & Tolpekin, V. A., 2017, In : Proceedings of the National Academy of Sciences India Section A - Physical Sciences.

Research output: Contribution to journalArticleAcademicpeer-review

38 Downloads (Pure)

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
File
MODIS
land surface
surface temperature
time series
interpolation
29 Citations (Scopus)
1 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

Geographic Information Systems
Obesity
Research
PubMed
Public Health
9 Citations (Scopus)
2 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
9 Citations (Scopus)
50 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
brucellosis
infectious disease
artificial neural network
remote sensing
climate
7 Citations (Scopus)
56 Downloads (Pure)

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
smallholder
image processing
agriculture
sensor
crop
1 Citation (Scopus)

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

17 Citations (Scopus)
1 Downloads (Pure)

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

car ownership
panel data
taxis
urban development
data analysis
7 Citations (Scopus)
56 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
shoreline
transition zone
tide
analysis
water
1 Citation (Scopus)
44 Downloads (Pure)

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
shoreline
digital terrain model
histogram
transition zone
roof
41 Citations (Scopus)
2 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

airborne lasers
scanner
scanners
laser
Lasers
12 Citations (Scopus)
56 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
computer vision
image analysis
segmentation
fieldwork
detection
32 Citations (Scopus)
5 Downloads (Pure)

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

informal settlement
image resolution
Image resolution
pixel
Pixels
12 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

30 Citations (Scopus)
48 Downloads (Pure)

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
informal settlement
image resolution
QuickBird
resource allocation
sensitivity analysis
5 Citations (Scopus)
52 Downloads (Pure)
Open Access
File
morbidity
modeling
waste disposal
drinking water

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

land cover
bare soil
dust
air quality
industrial emission
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

image rotation
outlier
optimization
hull
Algebra
39 Downloads (Pure)

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
Image matching
Processing
Computer hardware
Photogrammetry
Distributed computer systems