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Feature plays a vital role in classification task. In this context, feature selection and feature extraction is an essential module for the classification of any kind of data, namely textual database, image database consisting of simple images or complex images like remote sensing images collected through satellites. Use of particular features is domain and problem specific. For instance, very specific...
With reference to the literature worldwide, it is obvious that Support Vector Machine (SVM), a machine learning algorithm has proven records for excellent results regarding Classification of Image. But, Remote Sensing Images are considered as most complex in nature as far as classification is concern. Supervised classification of Remote Sensing Images needs more precise machine learning models, which...
Agriculture is backbone of Indian economy, where agricultural production is estimated based upon its sown area. The probable reasons for not having accurate and transparent statistics on Indian agronomy would be the existing inadequate facilities, unstable mechanism, and sluggish government functionaries. With the advent of remote sensing technologies, researchers are optimistic towards addressing...
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