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Research Output 2012 2019

  • 748 Citations
  • 9 h-Index
  • 17 Article
  • 3 Conference contribution
  • 3 Abstract
  • 1 Chapter
2019
5 Downloads (Pure)

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
File
crop
vegetation index
image analysis
seasonality
agricultural land
26 Downloads (Pure)

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

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

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
remote sensing
need
sensor
1 Citation (Scopus)
1 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

rodent
Landsat
Mouse
rodents
Satellites

Sensitivity of multiresolution segmentation to spatial extent

Drăguţ, L., Belgiu, M., Popescu, G. & Bandura, P., Sep 2019, In : International Journal of Applied Earth Observation and Geoinformation (JAG). 81, p. 146-153 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Tile
segmentation
Pixels
Distributed computer systems
pixel
5 Citations (Scopus)
15 Downloads (Pure)

Spatiotemporal image fusion in remote sensing

Belgiu, M. & Stein, A., 4 Apr 2019, In : Remote sensing. 11, 7, p. 1-20 20 p., 818.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
remote sensing
image resolution
spectral reflectance
environmental conditions
method
2018

Automated object-based satellite image time series classification using dynamic time warping : abstract

Csillik, O., Belgiu, M. & Kelly, M., 2018, p. 1-2.

Research output: Contribution to conferenceAbstractOther research output

93 Citations (Scopus)
253 Downloads (Pure)

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

Belgiu, M. & Csillik, O., Jan 2018, In : Remote sensing of environment. 204, p. 509-523 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
pixel
Pixels
Crops
Romania
crops
2017
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

Cropland mapping from Sentinel-2 time series data using object-based image analysis

Csillik, O. & Belgiu, M., 2017, The 20th AGILE International Conference on Geographic Information Science: Societal Geo-innovation Celebrating 20 years of GIS research! : 9-12 May, 2017 Wageningen. Wageningen: Association of Geographic Information Laboratories for Europe (AGILE)

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

2016

Agent Based Image Analysis (ABIA) – Recent Research Results Based on a Conceptual Framework

Hofmann, P., Andrejchenko, V., Lettmayer, P., Schmitzberger, M., Belgiu, M., Graf, R., Lampoltshammer, T., Wegenkittl, S. & Blaschke, T., 2016. 1 p.

Research output: Contribution to conferenceAbstractAcademic

Open Access

ImageQuerying – content-based image and information retrieval system for the analysis of big EO image data

Tiede, D., Baraldi, A., Sudmanns, M., Belgiu, M. & Lang, S., 2016, p. 40-42.

Research output: Contribution to conferenceAbstractAcademic

Open Access
378 Citations (Scopus)

Random forest in remote sensing: A review of applications and future directions

Belgiu, M. & Drăguţ, L., 1 Apr 2016, In : ISPRS journal of photogrammetry and remote sensing. 114, p. 24-31

Research output: Contribution to journalArticleAcademicpeer-review

Spatiotemporal enabled Content-based Image Retrieval

Belgiu, M., Sudmanns, M., Tiede, D., Baraldi, A. & Lang, S., 2016, In : International Conference on GIScience Short Paper Proceedings. 1, 1, p. 13-16

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
data acquisition
sensor
remote sensing
product information
2015
10 Citations (Scopus)
2 Downloads (Pure)

Open Geospatial Education

Belgiu, M., Strobl, J. & Wallentin, G., Jun 2015, In : ISPRS international journal of geo-information. 4, 2, p. 697-710

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
16 Citations (Scopus)

Towards a framework for agent-based image analysis of remote-sensing data

Hofmann, P., Lettmayer, P., Blaschke, T., Belgiu, M., Wegenkittl, S., Graf, R., Lampoltshammer, T. J. & Andrejchenko, V., 2015, In : International journal of image and data fusion. 6, 2, p. 115-137

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2014
108 Citations (Scopus)

Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery

Belgiu, M. & Drǎguţ, L., 1 Oct 2014, In : ISPRS journal of photogrammetry and remote sensing. 96, p. 67-75 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

16 Citations (Scopus)

Coupling formalized knowledge bases with object-based image analysis.

Belgiu, M., Hofer, B. & Hofmann, P., 2014, In : Remote sensing letters. 5, 6, p. 530-538 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)

Demography of Twitter Users in the City of London – An Exploratory Spatial Data Analysis Approach

Hofer, B., Lampoltshammer, T. J. & Belgiu, M., 2014, Lecture Notes in Geoinformation and Cartography - Modern Trends in Cartography. Brus, J., Vondrakova, A. & Vozenilek, V. (eds.). Cham: Springer, p. 199-211 12 p. (Lecture Notes in Geoinformation and Cartography).

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

Introduction to "Geographic information science: a multi-disciplinary and multi-paradigmatic discipline"

Kounadi, O., Belgiu, M. & Leitner, M., 2014, In : Cartography and geographic information science. 41, 3, p. 193-195

Research output: Contribution to journalArticleAcademicpeer-review

51 Citations (Scopus)

Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data

Belgiu, M., Tomljenovic, I., Lampoltshammer, T., Blaschke, T. & Höfle, B., 2014, In : Remote sensing. 6, 2, p. 1347-1366 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

55 Citations (Scopus)

Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery

Belgiu, M., Drǎguţ, L. & Strobl, J., 2014, In : ISPRS journal of photogrammetry and remote sensing. 87, p. 205-215 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

2013

An Extension of an Ontology-based Land Cover Designation Approach for Fuzzy Rules

Belgiu, M., Lampoltshammer, T. & Hofer, B., 2013, GI_Forum 2013: Creating the GISociety Salzburg. Jekel, T., Car, A., Strobl, J. & Griesebner, G. (eds.). Salzburg: The Austrian Academy of Sciences Press, p. 59-70 12 p.

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

Ontology-based interpretation of Very High Spatial Resolution imageries – grounding ontology on visual interpretation keys

Belgiu, M. & Lampoltshammer, T. J., 2013, 16th AGILE International Conference on Geographic Information Science: Geographic Information Science at the Heart of Europe. Vandenbroucke, E., Bucher, B. & Crompvoets, J. (eds.). Leuven: Association of Geographic Information Laboratories for Europe (AGILE), p. 1-5 5 p.

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

Open Access
2012

Recommender-based enhancement of discovery in Geoportals.

Vockner, B., Belgiu, M. & Mittlboeck, M., 2012, In : International journal of spatial data infrastructures research. 7, p. 441-463 23 p.

Research output: Contribution to journalArticleAcademicpeer-review