A review paper: noise models in digital image processing

AK Boyat, BK Joshi - arXiv preprint arXiv:1505.03489, 2015 - arxiv.org
Noise is always presents in digital images during image acquisition, coding, transmission,
and processing steps. Noise is very difficult to remove it from the digital images without the …

Microscopy image restoration with deep wiener-kolmogorov filters

V Pronina, F Kokkinos, DV Dylov… - Computer Vision–ECCV …, 2020 - Springer
Microscopy is a powerful visualization tool in biology, enabling the study of cells, tissues,
and the fundamental biological processes; yet, the observed images typically suffer from blur …

Audio-visual autoencoding for privacy-preserving video streaming

H Xu, Z Cai, D Takabi, W Li - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The demand of sharing video streaming extremely increases due to the proliferation of
Internet of Things (IoT) devices in recent years, and the explosive development of artificial …

[PDF][PDF] Image denoising based on implementing threshold techniques in multi-resolution wavelet domain and spatial domain filters

AA Ismael, M Baykara - Traitement du Signal, 2022 - researchgate.net
Accepted: 26 July 2022 Nowadays, a digital image is often easily corrupted due to different
forms of noise and complex processes resulting from the acquisition, compression …

Time-Dependent Image Restoration of Low-SNR Live-Cell Ca2 Fluorescence Microscopy Data

LM Woelk, SA Kannabiran, VJ Brock, CE Gee… - International Journal of …, 2021 - mdpi.com
Live-cell Ca 2+ fluorescence microscopy is a cornerstone of cellular signaling analysis and
imaging. The demand for high spatial and temporal imaging resolution is, however …

A hybrid fuzzy filtering-fuzzy thresholding technique for region of interest detection in noisy images

S Bandyopadhyay, S Das, A Datta - Applied Intelligence, 2020 - Springer
Noise leads to the ambiguity in regions of interest detection by corrupting the pixel
information and is a vital problem in image processing domain. A novel hybrid technique …

Implementation of blind and non-blind deconvolution for restoration of defocused image

SS Goilkar, DM Yadav - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Now a days the use of digital camera in day-today life is increased and along with which
new challenges are rising demanding the quality improvement of captured images. Further …

An efficient combined approach for denoising fibrous dysplasia images

A Saranya, K Kottilingam - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Image denoising and Reconstruction are necessary for medical image processing. It helps
to crate a lot of research scope in the medical image analytics. The proposed model of this …

A dual model for restoring images corrupted by mixture of additive and multiplicative noise

C Zhao, J Liu, J Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
A critical challenge in image restoration is the presence of various types of noise.
Meanwhile, noise detection is a crucial step in mixed noise removal. This paper tackles the …

[PDF][PDF] Noise Adaptive Fuzzy Switching Median Filter for Removing Gaussian Noise and Salt &Pepper Noise in Retinal Images

C Gokilavani, N Rajeswaran… - Middle-East Journal …, 2016 - researchgate.net
Recently, in all image processing systems, image restoration plays a major role and it forms
the major part of image processing systems. Medical images such as brain Magnetic …