no code implementations • 20 Jan 2021 • Achala Shakya, Mantosh Biswas, Mahesh Pal
Classification results suggests that the LBP-PSVM classifier is more effective in comparison to SVM and PSVM classifiers for considered data.
no code implementations • 8 Oct 2020 • Mahesh Pal, Akshay, B. Charan Teja
Results in terms of classification accuracy suggests improved performance by proposed architecture in comparison to Bayesian optimised 2D-CNN with small training samples.
no code implementations • 21 Jun 2020 • Mahesh Pal, Akshay, Himanshu Rohilla, B. Charan Teja
Pixel based algorithms including back propagation neural networks (NN) and support vector machines (SVM) have been widely used for remotely sensed image classifications.
no code implementations • 9 Oct 2019 • Mahesh Pal
With the advancement in computing power over last decades, deep neural networks (DNN), consisting of two or more hidden layers with large number of nodes, are being suggested as an alternate to commonly used single-hidden-layer neural networks (ANN).