GitHub

Pixel Perfect: Advanced Image Processing Techniques

Purpose: Loads and prepares the MNIST dataset for training purposes. Functionality: This script extracts a specified number of images and their corresponding labels from a given file, setting the ...
GitHub

svd_emd_test.m

% 第三：通过EMD（经验模式分解）从非线性形变中分离大气的影响。 % function [atmeff, nlrdef]=svd_emd_test(infile, rows, cols); % Note the ...
Europe PMC

SVD-CLAHE boosting and balanced loss function for Covid-19 detection from an imbalanced Chest X-Ray dataset.

In this paper, we propose a novel data-augmentation technique, called SVD-CLAHE Boosting and a novel loss function Balanced Weighted Categorical Cross Entropy (BWCCE), in order to detect Covid 19 ...
IEEE

A New Method for Classification of Images Using Convolutional Neural Network Based on Dwt-Svd Perceptual Hash Function

Abstract: This paper proposes a method by using Convolutional Neural Network (CNN), which reduces the image classification time and maintains the classification performance above an acceptable ...
IEEE

SVD-based macromodeling of a PM motor using the energy function method

Abstract: In this paper we present a novel modelling method of the permanent magnet motor. This method depends on the combination of the singular value decomposition (SVD) on the mathematical ...