Importance of CNN in the Classification of Remote Sensing Images

In this paper we can observe how CNN plays an important role in the classification of remote sensing images. Here we have discussed about different methods that are available for classification of images. The commonly used remote sensing dataset are mentioned here and the structure of convolutional neural network is described. The current state of the art of classification of remote sensing images also presented here.Various measures for evaluation of classification-Average Accuracy(AA),Overall Accuracy(OA) and Kappa coefficient of different deep neural networks that are available in literature are also compared here.