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Feature Extraction of Laser Welding Pool Image and Application in Welding Quality Identification [PDF]

open access: goldIEEE Access, 2021
Most of the existing laser welding quality identification methods are post-weld identification or low-speed identification (Welding speed below 120 m/min).
Yinrui Gao   +4 more
doaj   +2 more sources

The Transmission of Substrate Features

open access: yesJournal of Modern Languages, 2020
Theories of the formation of creole syntax have been proposed to explain whether substrates and superstrates influence the resultant creole structures, and if so, what the mechanisms are by which they influence them.
Robert Laub
doaj   +14 more sources

A Magnetron Plasma Arc Fusion Identification Study Based on GPCC-CNN-SVM Multi-Source Signal Fusion [PDF]

open access: yesSensors
Plasma arc welding (PAW) is commonly employed for welding medium and thick plates due to its capability of single-side welding and double-side forming. Ensuring welding quality necessitates real-time precise identification of the melting state.
Yeming Zou   +5 more
doaj   +2 more sources

Three-Dimensional Reconstruction of Welding Pool Surface by Binocular Vision

open access: yesChinese Journal of Mechanical Engineering, 2021
Current research of binocular vision systems mainly need to resolve the camera’s intrinsic parameters before the reconstruction of three-dimensional (3D) objects.
Zunan Gu, Ji Chen, Chuansong Wu
doaj   +1 more source

Adaptive Decision Support System for On-Line Multi-Class Learning and Object Detection

open access: yesApplied Sciences, 2021
A new online multi-class learning algorithm is proposed with three main characteristics. First, in order to make the feature pool fitter for the pattern pool, the adaptive feature pool is proposed to dynamically combine the three general features, Haar ...
Guo-Jhang Hong   +5 more
doaj   +1 more source

Characterizing the Core Internal Gene Pool of H9N2 Responsible for Continuous Reassortment With Other Influenza A Viruses

open access: yesFrontiers in Microbiology, 2021
Reassortment among avian influenza viruses is the main source of novel avian influenza virus subtypes. Studies have shown that the H9N2 virus often donates internal segments to generate novel reassortant avian influenza viruses, acting as a reassortment ...
Haoyi Yang   +10 more
doaj   +1 more source

A Novel Framework for Centrifugal Pump Fault Diagnosis by Selecting Fault Characteristic Coefficients of Walsh Transform and Cosine Linear Discriminant Analysis

open access: yesIEEE Access, 2021
In this paper, we propose a three-stage lightweight framework for centrifugal pump fault diagnosis. First, the centrifugal pump vibration signatures are fast transformed using a Walsh transform, and Walsh spectra are obtained. To overcome the hefty noise
Zahoor Ahmad   +4 more
doaj   +1 more source

MSFR-GCN: A Multi-Scale Feature Reconstruction Graph Convolutional Network for EEG Emotion and Cognition Recognition

open access: yesIEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023
Graph Convolutional Network (GCN) excels at EEG recognition by capturing brain connections, but previous studies neglect the important EEG feature itself.
Deng Pan   +6 more
doaj   +1 more source

Multistage Centrifugal Pump Fault Diagnosis by Selecting Fault Characteristic Modes of Vibration and Using Pearson Linear Discriminant Analysis

open access: yesIEEE Access, 2020
This paper proposes a three-stage fault diagnosis strategy for multistage centrifugal pumps. First, the proposed method identifies and selects fault characteristic modes of vibration to overcome the substantial noise produced by other unrelated macro ...
Zahoor Ahmad   +3 more
doaj   +1 more source

Global Context and Enhanced Feature Guided Residual Refinement Network for 3D Cardiovascular Image Segmentation

open access: yesIEEE Access, 2021
As an important pre-processing step in clinical applications, automatic and accurate 3D cardiovascular image segmentation has attracted more and more attention.
Jingjing Liu   +3 more
doaj   +1 more source

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