Image Denoising using Autoencoders : Denoising noisy imgaes by removing noisy pixels/grains from natural images using Deep learning and autoencoders techniques

Denoising images is widely used in applications from critical medical systems to software based image enhancement in our cell phones. The natural noise is simulated by adding noise to an image in random pixels. Currently the denoising problem can be solved in either with greedy algorithm or by deep...

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Bibliographic Details

Published in:	2023 IEEE 8th International Conference for Convergence in Technology (I2CT) pp. 1 - 6
Main Authors:	Kulkarni, Uday, Patil, Sachin, E, Vikas, Patil, Rahul, Kulkarni, Bodha, M, Meena S., Shanbhag, Akshay
Format:	Conference Proceeding
Language:	English
Published:	IEEE 07.04.2023
Subjects:	Autoencoders Convolution Convolution(keywords) Deep learning Image coding Image resolution MSE Neural networks Noise reduction PSNR ReLU SGD Sigmoid Software
Online Access:	Get full text
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