GitHub

Image Denoising using Convolutional Autoencoder

This MATLAB code implements a convolutional autoencoder for denoising images using MATLAB's Neural Network Toolbox. The autoencoder is trained on a dataset of noisy images and learns to reconstruct ...
GitHub

Convolutional Neural Network for Object Detection

This project involves implementing the forward pass of an 18-layer Convolutional Neural Network (CNN) in MATLAB for object detection. The goal is to classify 32x32x3 images into one of ten categories, ...
IEEE

An Improved and Reliable Sequential Decoding of Convolution Codes

Abstract: Error control (detection and correction) of data plays a pivotal role in networking to facilitate the reliable transmission of messages from source to ...