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A COMPARATIVE STUDY BETWEEN PAIR-POINT CLIQUE AND MULTI-POINT CLIQUE MARKOV RANDOM FIELD MODELS FOR LAND COVER CLASSIFICATION
Image Classification Spatial Dependence Markov Random Field Pixel Interaction Parameter Estimation
2014/4/24
Markov random field (MRF) is an effective method for description of local spatial-temporal dependence of image and has been
widely used in land cover classification and change detection. However, ex...
Object-Based Land Cover Classification for ALOS Image Combining TM Spectral
Object-based classification High spatial resolution remote sensing image Spatial mapping mechanism
2014/4/22
Land cover classification for high spatial resolution remote sensing images becomes a challenging work. The high spatial resolution remote sensing images have more spatial information. The low or medi...
GLOBAL LAND COVER CLASSIFICATION USING MODIS SURFACE REFLECTANCE PRODUCTS
Global Land Cover Classification Algorithms Multi-temporal Multi-spectral
2014/4/30
The objective of this study is to develop high accuracy land cover classification algorithm for Global scale by using multi-temporal MODIS land reflectance products. In this study, time-domain co-occu...
LARGE AREA LAND COVER CLASSIFICATION WITH LANDSAT ETM+ IMAGES BASED ON DECISION TREE
land cover classification decision tree C5.0 MLC
2014/4/29
Traditional land classification techniques for large areas that use LANDSAT TM imagery are typically limited to the fixed spatial resolution of the sensors. For modeling habitat characteristics is oft...
LAND COVER CLASSIFICATION OF MULTI-SENSOR IMAGES BY DECISION FUSION USING WEIGHTS OF EVIDENCE MODEL
weights of evidence multi-sensor land cover classification decision fusion
2014/4/29
This paper proposed a novel method of decision fusion based on weights of evidence model (WOE). The probability rules from classification results from each separate dataset were fused using WOE to pro...
COMBINATION OF GENETIC ALGORITHM AND DEMPSTER-SHAFER THEORY OF EVIDENCE FOR LAND COVER CLASSIFICATION USING INTEGRATION OF SAR AND OPTICAL SATELLITE IMAGERY
Accuracy Classification Feature Integration Land Cover Landsat SAR Texture
2014/4/29
The integration of different kinds of remotely sensed data, in particular Synthetic Aperture Radar (SAR) and optical satellite imagery, is considered a promising approach for land cover classification...
Land Cover Classification and Forest Change Analysis, Using Satellite Imagery-A Case Study in Dehdez Area of Zagros Mountain in Iran
Land Cover Classification Multitemporal, Change Detection, Landsat, ASTER
2013/3/5
The importance of accurate and timely information describing the nature and extent of land resources and changes over time is increasing, especially in mountainous areas. We have developed a methodolo...
URBAN LAND COVER CLASSIFICATION USING OPTICAL VHR DATA AND THE KNOWLEDGE-BASED SYSTEM INTERIMAGE
InterIMAGE System Knowledge-based Image Classification Urban Land Cover
2014/6/12
This study uses the InterIMAGE system and imagery from the QuickBird II optical sensor for the classification of the land cover of two test-sites in the metropolis of São Paulo, Brazil. InterIMA...
Accuracy Assessment for Land Cover Classification Through Topographic Correction and Multi-temporal Images
land cover classification Landsat ETM+ multi-temporal images topographic correction
2010/11/24
A qualitative accuracy assessment for land cover classification was performed to evaluate (i) the performance when applied to topographically and non-topographically corrected Landsat ETM+ images, and...
Global Land Cover Classification using ADEOS-II/GLI Global Mosaic Data
ADEOS-II/GLI global mosaic data sets land cover classification UPDM MVIUPD
2010/11/23
This paper describes the algorithm used to produce a global land cover product using data sets from the second Advanced Earth Observing Satellite/Global Imager (ADEOS-II/GLI). Although ADEOS-II was in...
Land-cover Classification in Remote-Sensing Images Using Structures Neural Networks
Land-cover Classification Remote-Sensing Images Structures Neural Networks
2014/4/15
Land-cover Classification in Remote-Sensing Images Using Structures Neural Networks。