Prospects of structural similarity index for medical image analysis

V Mudeng, M Kim, S Choe - Applied Sciences, 2022 - mdpi.com
An image quality matrix provides a significant principle for objectively observing an image
based on an alteration between the original and distorted images. During the past two …

Deep learning method for recognition and classification of images from video recorders in difficult weather conditions

A Osipov, E Pleshakova, S Gataullin, S Korchagin… - Sustainability, 2022 - mdpi.com
The sustainable functioning of the transport system requires solving the problems of
identifying and classifying road users in order to predict the likelihood of accidents and …

Centrifugal Pump Fault Diagnosis Based on a Novel SobelEdge Scalogram and CNN

W Zaman, Z Ahmad, MF Siddique, N Ullah, JM Kim - Sensors, 2023 - mdpi.com
This paper presents a novel framework for classifying ongoing conditions in centrifugal
pumps based on signal processing and deep learning techniques. First, vibration signals …

Enhanced Canny Algorithm for Image Edge Detection in Print Quality Assessment

N Tao - Traitement du Signal, 2023 - search.proquest.com
The growing demand for high-quality print output in the digital printing era underscores the
importance of refining detection algorithms essential for print quality assessment systems …

Fault Diagnosis in Centrifugal Pumps: A Dual-Scalogram Approach with Convolution Autoencoder and Artificial Neural Network

W Zaman, Z Ahmad, JM Kim - Sensors, 2024 - mdpi.com
This paper proposes a new fault diagnosis method for centrifugal pumps by combining
signal processing with deep learning techniques. Centrifugal pumps facilitate fluid transport …

Development of an optimal algorithm for detecting damaged and diseased potato tubers moving along a conveyor belt using computer vision systems

SA Korchagin, ST Gataullin, AV Osipov, MV Smirnov… - Agronomy, 2021 - mdpi.com
The article discusses the problem of detecting sick or mechanically damaged potatoes using
machine learning methods. We proposed an algorithm and developed a system for the rapid …

Performance analysis and optimization of asymmetric front and back pi gates with dual material in gallium nitride high electron mobility transistor for nano electronics …

Y Gowthami, B Balaji, K Srinivasa Rao - International Journal of Engineering, 2023 - ije.ir
The impact of aluminium nitride (AlN) Spacer, Gallium Nitride (GaN) Cap Layer, Front Pi
Gate (FG) and Back Pi Gate (BG), Dual Floating material High K dielectric material such as …

MFCA-Net: a deep learning method for semantic segmentation of remote sensing images

X Li, J Li - Scientific Reports, 2024 - nature.com
Semantic segmentation of remote sensing images (RSI) is an important research direction in
remote sensing technology. This paper proposes a multi-feature fusion and channel …

Research on adaptive ORB-SURF image matching algorithm based on fusion of edge features

L Han, J Wang, Y Zhang, X Sun, X Wu - IEEE Access, 2022 - ieeexplore.ieee.org
The traditional speeded-up robust features (SURF) algorithm has certain stability in scale,
rotation, illumination and other changes. However, this algorithm has problems such as …

Classification of hops image based on ResNet-ConvLSTM and research of intelligent liquor picking system

X Li, J Zhang, Y Xue, L Qiu - Measurement, 2022 - Elsevier
Aiming at the problem that the liquor picking in traditional brewing technology of Chinese
liquor is closely dependent on manual operation, and the existing alcohol content …