Transformers in remote sensing: A survey

AA Aleissaee, A Kumar, RM Anwer, S Khan… - Remote Sensing, 2023 - mdpi.com
Deep learning-based algorithms have seen a massive popularity in different areas of remote
sensing image analysis over the past decade. Recently, transformer-based architectures …

Change detection from remotely sensed images: From pixel-based to object-based approaches

M Hussain, D Chen, A Cheng, H Wei… - ISPRS Journal of …, 2013 - Elsevier
The appetite for up-to-date information about earth's surface is ever increasing, as such
information provides a base for a large number of applications, including local, regional and …

Change detection techniques

D Lu, P Mausel, E Brondizio… - International journal of …, 2004 - Taylor & Francis
Timely and accurate change detection of Earth's surface features is extremely important for
understanding relationships and interactions between human and natural phenomena in …

3D change detection–approaches and applications

R Qin, J Tian, P Reinartz - ISPRS Journal of Photogrammetry and Remote …, 2016 - Elsevier
Due to the unprecedented technology development of sensors, platforms and algorithms for
3D data acquisition and generation, 3D spaceborne, airborne and close-range data, in the …

Fuzzy set approach to assessing similarity of categorical maps

A Hagen - International Journal of Geographical Information …, 2003 - Taylor & Francis
For the evaluation of results from remote sensing and high-resolution spatial models it is
often necessary to assess the similarity of sets of maps. This paper describes a method to …

The map comparison kit

H Visser, T De Nijs - Environmental Modelling & Software, 2006 - Elsevier
Comparing maps is an important issue in environmental research. There are many reasons
to compare maps:(i) to detect temporal/spatial changes or hot-spots,(ii) to compare different …

Analysis of land use/cover changes and urban expansion of Nairobi city using remote sensing and GIS

CN Mundia, M Aniya - International journal of Remote sensing, 2005 - Taylor & Francis
We used three Landsat images together with socio‐economic data in a post‐classification
analysis to map the spatial dynamics of land use/cover changes and identify the …

Urbanization pressure and modeling of urban growth: example of the Tunis Metropolitan Area

C Weber, A Puissant - Remote sensing of environment, 2003 - Elsevier
Urbanization process is a major factor of change in the Mediterranean region where pre-
urban cities and new urban settlements have raised over the past decades. Several cities …

Characterizing geomorphological change to support sustainable river restoration and management

RC Grabowski, N Surian… - Wiley Interdisciplinary …, 2014 - Wiley Online Library
The hydrology and geomorphology of most rivers has been fundamentally altered through a
long history of human interventions including modification of river channels, floodplains, and …

Comparison of land-cover classification methods in the Brazilian Amazon Basin

D Lu, P Mausel, M Batistella… - … engineering & remote …, 2004 - ingentaconnect.com
Four distinctly different classifiers were used to analyze multi-spectral data. Which of these
classifiers is most suitable for a specific study area is not always clear. This paper provides a …