• 1132 Citations
  • 9 h-Index
20122019

Research output per year

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Research Output

  • 1132 Citations
  • 9 h-Index
  • 17 Article
  • 3 Conference contribution
  • 3 Abstract
  • 1 Chapter
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Article
2019

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
1 Citation (Scopus)
13 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
4 Citations (Scopus)
82 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)

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

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
9 Citations (Scopus)
42 Downloads (Pure)
2018

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
124 Citations (Scopus)
305 Downloads (Pure)
2017

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)
2016

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

705 Citations (Scopus)

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
2015

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
10 Citations (Scopus)
4 Downloads (Pure)

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
16 Citations (Scopus)
2014

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

117 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

17 Citations (Scopus)

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

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

54 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

57 Citations (Scopus)
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