Comprehensive overview of backpropagation algorithm for digital image denoising
Artificial ANNs (ANNs) are relatively new computational tools used in the development of
intelligent systems, some of which are inspired by biological ANNs, and have found …
intelligent systems, some of which are inspired by biological ANNs, and have found …
Modified non-local means model for speckle noise reduction in ultrasound images
VB Shereena, G Raju - Congress on Intelligent Systems: Proceedings of …, 2022 - Springer
In the modern health care field, various medical imaging modalities play a vital role in
diagnosis. Among the modalities, Medical Ultrasound Imaging is the most popular and …
diagnosis. Among the modalities, Medical Ultrasound Imaging is the most popular and …
A Comprehensive Review of GAN-Based Denoising Models for Low-Dose Computed Tomography Images
M Sandhu, S Kushwaha, T Arora - International Journal of Image …, 2023 - World Scientific
Computed Tomography (CT) offers great visualization of the intricate internal body
structures. To protect a patient from the potential radiation-related health risks, the …
structures. To protect a patient from the potential radiation-related health risks, the …
Nonlocal ultrasound image despeckling via improved statistics and rank constraint
H Yang, J Lu, Y Luo, G Zhang, H Zhang… - Pattern Analysis and …, 2023 - Springer
Ultrasound images are often contaminated by speckle noise during the acquisition process,
which influences the performance of subsequent applications. Hence, it is necessary to …
which influences the performance of subsequent applications. Hence, it is necessary to …
A novel optimised method for speckle reduction in medical ultrasound images
VB Shereena, G Raju - International Journal of Automation …, 2022 - inderscienceonline.com
The advancement of medical imaging techniques evolving from X-ray to PET images and
the medical image analysis helped medical experts to detect, diagnose and offer treatments …
the medical image analysis helped medical experts to detect, diagnose and offer treatments …
An effective adaptive fuzzy filter for speckle noise reduction
S Kushwaha - Multimedia Tools and Applications, 2024 - Springer
SAR is a self-illuminating imaging method that produces high-resolution images in all
weather conditions, day and night. Many application scientists have accepted and used SAR …
weather conditions, day and night. Many application scientists have accepted and used SAR …
Performance Analysis of Non-Local Means Denoising on Medical Images and the Impact of Filter Parameter Variation
P Prasad, J Anitha, B Biji - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
In medical imaging, diagnostic accuracy depends on clear images, which are frequently
damaged by noise. To address this researchers have developed a number of noise …
damaged by noise. To address this researchers have developed a number of noise …
Non-local means denoising of CT, MRI and US images: An investigation of performance under varying noise levels
P Prasad, J Anitha - AIP Conference Proceedings, 2024 - pubs.aip.org
Medical imaging's diagnostic accuracy hinges on clear images, often compromised by
noise. Up to now researchers have introduced a variety of noise reduction methods, each …
noise. Up to now researchers have introduced a variety of noise reduction methods, each …
Using Teaching Learning-Based Optimization with Convolutional Neural Network to Detect Pneumonia Based On Chest X-Ray Images
RA Alenezi, SA Ludwig - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Chest X-ray imaging plays a vital role in the treatment of respiratory diseases such as
pneumonia. Recent technological innovations have significantly improved the efficiency of …
pneumonia. Recent technological innovations have significantly improved the efficiency of …
Low power very large scale integration (VLSI) design of finite impulse response (FIR) filter for biomedical imaging application.
LM Kannan, D Deepa - DYNA-Ingeniería e Industria, 2021 - search.ebscohost.com
Nowadays, the medical image processing techniques are using Very Large Scale Integrated
(VLSI) designs for improving the availability and applicability. The digital filters are important …
(VLSI) designs for improving the availability and applicability. The digital filters are important …