Sentence examples for spatial classification from inspiring English sources

Based on these analyses, eight regional classifications of rural urban interfaces were proposed and evaluated based on different spatial classification methods and clustering techniques.

A spatial classification shows that between 9% and 55% of the population was concealed by landscape elements that reduce image contrast.

Accurate and timely spatial classification of crop types based on remote sensing data is important for both scientific and practical purposes.

Regional rural urban classifications from the eight spatial classification methods (part I of this article) and 2010 national census were validated using three rural urban water indicators from random sampling of the rural urban household survey in the CMR.

Pattern-based regionalization – spatial classification of an image into sub-regions characterized by relatively stationary patterns of pixel values – is of significant interest for conservation, planing, as well as for academic research.

The resulting FT record showed mean annual spatial classification accuracies of 91 (+/−8.6) and 84 (+/−9.3) percent for PM and AM overpass retrievals relative to in situ air temperature measurements from the global weather station network.

The estimates from the mixed effects spline model can be readily incorporated into secondary analyses, for instance, targeting spatial classifications of brain regions according to their modeled response profiles.

Spectral-spatial classification is known to be an effective way to improve classification performance by integrating spectral information and spatial cues for hyperspectral imagery.

In this paper, a game-theoretic spectral-spatial classification algorithm (GTA) using a conditional random field (CRF) model is presented, in which CRF is used to model the image considering the spatial contextual information, and a cooperative game is designed to obtain the labels.

Fig. 2 Flowchart of the proposed spectral-spatial classification method (MSEPF-MMSF).

The experimental study is done to indicate the performance of the proposed spectral-spatial classification scheme.