Application of BS-GEP algorithm in Remote sensing Image classification
Journal Title: Remote Sensing - Year 2012, Vol 1, Issue 1
Abstract
It is difficult for the Traditional statistical Remote sensing classification algorithm to get higher Classifica tion accuracy under the condition of complex state. To solve this problem, BS-GEP algorithm is introduced to the study of remote Sensing image classification Problemsin this paper, to Avoid local converge NCE of the algorithm caused by the population diversity, the characteristic o f the traditional GEP, and solve the problem of getting higher classification Accuracy difficultly under the complex condition state. The experimental results have shown that classification rules based on the BS-GEP classifier can is converted into Mathema Tical expressions and obtain higher classification accuracy. Compared with GEP algorithm, the confused degreeof theclassification results are ivelyLow,and compared with maximum likelihood algorithm, the classification results are relatively clear. The classification accuracy of the classifier has been reached to.
Authors and Affiliations
Lin dan ,Wu weihong
Keywords
Related Articles
- EP ID EP680307
- DOI -
- Views 163
- Downloads 0
GF-1 Image Quality Evaluation and applications potential for The Mining area Land use classification
To objectively evaluate the image quality of GF-1 and its potential for application of the mining Classification, the Pingshuo mining area in Loess Plateau is selected as the study area. Compared with the same temporal i...
Research and application of terrestrial agricultural remote sensing platform in energy crop biomass monitoring
based on the impact of the energy crisis , countries to actively promote renewable energy research , in this case , agriculture is back into people's view corner .i century quarter late end , Our country starts developin...
To accurately extract buildings from remote sensing operations
In recent years , Domestic and foreign scholars have proposed a variety of shadow based building extraction side Law . H . Liu , and so on 3 uses the shaded area in the His in the model I value Changes small , Value larg...
Problems and Countermeasures in the geological exploration of deep mineral
In view of the needs of the geological exploration of the deep mineral resources, the necessity, problems and Co Untermeasures of the geological exploration of the deep mineral resources are explored.
Using of Remote Sensing and Aeromagnetic Data for Predicting Potential Areas of Hydrothermal Mineral Deposits in the Central Eastern Desert of Egypt
This article explored mineral resources and their relation to structural settings in the Central Eastern Desert (CED) of Egypt. Integration of remote sensing (RS) with aeromagnetic (AMG) data was conducted to generate a...