GitHub

This project contains a TensorFlow-based Denoising Autoencoder (DAE) to exact model galaxy from observed galaxy images and perform galaxy model subtraction.

Clone this repository to your local machine or cloud service using the following command: To provide a comprehensive overview of the dataset generation process used in your project, it's important to ...
GitHub

tarakit/quantum-autoencoder-denoising

This is an implementation of a quantum autoencoder for image denoising. The autoencoder is trained on a set of images with added noise. The autoencoder is then used to denoise the same set of images.
IEEE

Image Denoising and Dimensionality Reduction Using Autoencoder

Abstract: A major problem in domains like computer vision, photography, and medical imaging is picture noise, which can significantly reduce image quality due to variables like inadequate sensors, dim ...
IEEE

Data-Efficient and Adaptive Signal Denoising via Self-Supervised Autoencoder Networks

Abstract: This paper presents a Self-Supervised Denoising Autoencoder (SSL-DAE) designed for robust and efficient speech denoising in dynamic noise scenarios. Through comprehensive simulation ...