Maximum Likelihood classification
0 Followers
Recent papers in Maximum Likelihood classification
In Anthropocene, Earth's social-ecological systems are experiencing intense pressure as a result of human-induced resource over-exploitation at a magnitude never seen before. Consequently, land use and cover change (LUCC) dynamics have... more
Abstract: This paper reviews the approach and techniques of Remote Sensing (RS) based crop discrimination and area estimation including single date approach based on maximum likelihood classification as well as hierarchical/growth profile... more
Different decomposition approaches have been proposed in order to analyse and interpret SAR polarimetric images. These are based either on the complex voltage reflection matrix, like Pauli, or on power reflection matrix, like the... more
This research aims to improve land-cover classification accuracy in a moist tropical region in Brazil by examining the use of different remote sensing-derived variables and classification algorithms. Different scenarios based on Landsat... more
Mapping land use/land cover (LULC) and change detection using remote sensing and GIS techniques is an area of interest that has been attracting increasing attention. This paper is an attempt to assess the changes in land use/land cover in... more
utilizing multi-temporal remote sensing imagery. Halabja city has been facing severe land use/land cover changes following a series of wars beginning with Iraq-Iran war (1980-1988) to the just concluded invasion of Iraq (March 19, 2003 –... more
Identification of tree crowns from remote sensing requires detailed spectral information and submeter spatial resolution imagery. Traditional pixel-based classification techniques do not fully exploit the spatial and spectral... more
Remotely sensed data are essentially used for land cover and vegetation classification. However, classes of interest are often imperfectly separable in the feature space provided by the spectral data. One of the most common attempts to... more