AIMC Topic: Wavelet Analysis

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Kullback-Leibler Divergence-Based Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation.

IEEE transactions on cybernetics Jul 19, 2022
In this article, we elaborate on a Kullback-Leibler (KL) divergence-based Fuzzy C -Means (FCM) algorithm by incorporating a tight wavelet frame transform and morphological reconstruction (MR). To make membership degrees of each image pixel closer to ...
Algorithms Image Processing, Computer-Assisted Cluster Analysis Wavelet Analysis Fuzzy Logic Magnetic Resonance Imaging
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Fault Diagnosis of Wind Turbine Based on Convolution Neural Network Algorithm.

Computational intelligence and neuroscience Jul 16, 2022
Relying on expert diagnosis, it solves the problem of fan failure efficiency and meets the needs of automatic inspection and intelligent operation monitoring of fans. In order to make up for the deficiency of intelligent diagnosis of bearing fault ba...
Machine Learning Wavelet Analysis Algorithms Vibration Neural Networks, Computer
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Artificial Intelligence-Based Semisupervised Self-Training Algorithm in Pathological Tissue Image Segmentation.

Computational intelligence and neuroscience Jun 13, 2022
In the field of medical image processing, due to the differences in tissues, organs, and imaging methods, obtained medical images have significant differences. With the development of intelligence in medicine, an increasing number of computing optimi...
Artificial Intelligence Algorithms Humans Neural Networks, Computer Wavelet Analysis Image Processing, Computer-Assisted
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Film and Video Quality Optimization Using Attention Mechanism-Embedded Lightweight Neural Network Model.

Computational intelligence and neuroscience Jun 8, 2022
In filming, the collected video may be blurred due to camera shake and object movement, causing the target edge to be unclear or deforming the targets. In order to solve these problems and deeply optimize the quality of movie videos, this work propos...
Motion Pictures Signal-To-Noise Ratio Neural Networks, Computer Wavelet Analysis Algorithms
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Birdsong classification based on ensemble multi-scale convolutional neural network.

Scientific reports May 23, 2022
With the intensification of ecosystem damage, birds have become the symbolic species of the ecosystem. Ornithology with interdisciplinary technical research plays a great significance for protecting birds and evaluating ecosystem quality. Deep learni...
Recognition, Psychology Neural Networks, Computer Wavelet Analysis Ecosystem
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A Wavelet Packet Transform and Convolutional Neural Network Method Based Ultrasonic Detection Signals Recognition of Concrete.

Sensors (Basel, Switzerland) May 19, 2022
This paper proposes a new intelligent recognition method for concrete ultrasonic detection based on wavelet packet transform and a convolutional neural network (CNN). To validate the proposed data-based method, a case study is presented where the K-f...
Algorithms Research Design Neural Networks, Computer Wavelet Analysis Ultrasonics
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Multi-Sensor Fusion by CWT-PARAFAC-IPSO-SVM for Intelligent Mechanical Fault Diagnosis.

Sensors (Basel, Switzerland) May 10, 2022
A new method of multi-sensor signal analysis for fault diagnosis of centrifugal pump based on parallel factor analysis (PARAFAC) and support vector machine (SVM) is proposed. The single-channel vibration signal is analyzed by Continuous Wavelet Trans...
Algorithms Factor Analysis, Statistical Support Vector Machine Wavelet Analysis
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A Novel Bitcoin and Gold Prices Prediction Method Using an LSTM-P Neural Network Model.

Computational intelligence and neuroscience May 5, 2022
As a result of the fast growth of financial technology and artificial intelligence around the world, quantitative algorithms are now being employed in many classic futures and stock trading, as well as hot digital currency trades, among other applica...
Artificial Intelligence Neural Networks, Computer Gold Algorithms Wavelet Analysis
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An Approach to Intelligent Fault Diagnosis of Cryocooler Using Time-Frequency Image and CNN.

Computational intelligence and neuroscience May 2, 2022
Cryocooler plays an essential role in the field of infrared remote sensing. Linear compressor, as the power component of the cryocooler, will directly affect the normal operation and performance of the detector if there is a fault. Therefore, the int...
Wavelet Analysis Algorithms Neural Networks, Computer Intelligence Computer Simulation
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Recognition of Protein Network for Bioinformatics Knowledge Analysis Using Support Vector Machine.

BioMed research international Apr 23, 2022
Protein is the material foundation of living things, and it directly takes part in and runs the process of living things itself. Predicting protein complexes helps us understand the structure and function of complexes, and it is an important foundati...
Proteins Protein Structure, Secondary Wavelet Analysis Computational Biology Support Vector Machine
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