[HTML][HTML] Deep learning for point-of-care ultrasound image quality enhancement: a review

HGA van der Pol, LM van Karnenbeek, M Wijkhuizen… - Applied Sciences, 2024 - mdpi.com
The popularity of handheld devices for point-of-care ultrasound (POCUS) has increased in
recent years due to their portability and cost-effectiveness. However, POCUS has the …

A modified particle swarm optimization algorithm for optimizing artificial neural network in classification tasks

KM Ang, CE Chow, ESM El-Kenawy, AA Abdelhamid… - Processes, 2022 - mdpi.com
Artificial neural networks (ANNs) have achieved great success in performing machine
learning tasks, including classification, regression, prediction, image processing, image …

Functional link convolutional neural network for the classification of diabetes mellitus

SK Jangir, N Joshi, M Kumar… - International Journal …, 2021 - Wiley Online Library
Diabetes is a faction of metabolic ailments distinguished by hyperglycemia which is the
consequence of a defect, in the action of insulin, insulin secretion, or both and producing …

Real-time automotive night-vision system for drivers to inhibit headlight glare of the oncoming vehicles and enhance road visibility

G Mandal, D Bhattacharya, P De - Journal of Real-Time Image Processing, 2021 - Springer
The vision problem of drivers during the night is mainly owing to the high-intensity headlight-
beam of the oncoming vehicle from the reverse direction. It causes temporary blindness to …

Adaptive threshold selection of anisotropic diffusion filters using spiking neural network model

M Kılıçaslan - Signal, Image and Video Processing, 2024 - Springer
Image denoising takes place as the first step in many image processing operations.
Anisotropic diffusion filters (ADFs) have remained popular for years because of their ability …

[HTML][HTML] Smoothing denoising method of spatial filtering image based on Contourlet transform

G Lu, K Li - Journal of Radiation Research and Applied Sciences, 2024 - Elsevier
This paper studies the threshold denoising problem of image in Contourlet transform
domain, and proposes a smoothing denoising method of spatial filtering image based on …

Liver Cancer Classification Using Single Pass Neural Networks Based on Ultrasound Images: A Review

MD Malkauthekar, AK Gulve, RR Deshmukh… - Wireless Personal …, 2023 - Springer
Liver cancer is amongst the most cancer-related life threats worldwide. If not detected early,
most liver diseases can lead to liver cancer. Early diagnosis of the disease depends on the …

Design of mobile communication image transmission compression algorithm based on convolutional neural network

Y Zhu - … International Conference on Physics, Photonics, and …, 2024 - spiedigitallibrary.org
With the popularization of mobile communication applications, image transmission plays an
increasingly important role in communication. However, due to the limitation of …