Geographic Object-Based Image Analysis – Towards a new paradigm

University of Salzburg

PubMed
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Abstract

The amount of scientific literature on (Geographic) Object-based Image Analysis – GEOBIA has been and still is sharply increasing. These approaches to analysing imagery have antecedents in earlier research on image segmentation and use GIS-like spatial analysis within classification and feature extraction approaches. This article investigates these development and its implications and asks whether or not this is a new paradigm in remote sensing and Geographic Information Science (GIScience). We first discuss several limitations of prevailing per-pixel methods when applied to high resolution images. Then we explore the paradigm concept developed by Kuhn (1962) and discuss whether GEOBIA can be regarded as a…

Citation impact

1,637
total citations
FWCI
137.13
Percentile
100%
References
106
Citations per year

Authors

11

Topics & keywords

Keywords
  • Paradigm shift
  • Pixel
  • Data science
  • Computer science
  • Segmentation
  • Geographic information system
  • Conceptual framework
  • Remote sensing
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