Research on Defect Identification Method of Engine Lining

Article Computer Science, Information Systems

Human-Machine Interface Visual Communication Design Model of Electronic Equipment Using Machine Vision Technology

Lei Hao et al.

Summary: This article investigates the optimization of human-computer interaction interface design, and the visual communication index of the interface is significantly improved by utilizing human visual characteristics and applying genetic algorithms.

WIRELESS COMMUNICATIONS & MOBILE COMPUTING (2022)

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Article

Improvement in Object Detection Using Multi-Scale RoI Pooling and Feature Pyramid Network

Seungtae Nam et al.

Journal of Computing Science and Engineering (2022)

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Article Environmental Sciences

On-Orbit Calibration for Spaceborne Line Array Camera and LiDAR

Xiangpeng Xu et al.

Summary: This paper proposes an on-orbit calibration method for the relative installation attitude of a camera and a LiDAR on a multi-mode Earth observation satellite. The method does not require a calibration field or additional satellite attitude maneuvers. By using an alternate iterative approach, the multi-solution problem is addressed, and the method achieves a good calibration effect.

REMOTE SENSING (2022)

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Article Chemistry, Multidisciplinary

An Effective Convolutional Neural Network Model for the Early Detection of COVID-19 Using Chest X-ray Images

Muhammad Shoaib Farooq et al.

Summary: The COVID-19 pandemic has posed major challenges to medical facilities worldwide, but research has shown that the use of chest X-ray images can aid in diagnosing the disease. A deep learning model developed in this study has demonstrated high precision and accuracy in early COVID-19 detection, showcasing the effectiveness of artificial intelligence in healthcare.

APPLIED SCIENCES-BASEL (2021)

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Article Chemistry, Analytical

MSF-Net: Multi-Scale Feature Learning Network for Classification of Surface Defects of Multifarious Sizes

Pengcheng Xu et al.

Summary: The proposed MSF-Net utilizes a Dual Module Feature (DMF) extractor to effectively balance defect detection capabilities at different scales, improving feature diversity and increasing the richness of feature map receptive fields.

SENSORS (2021)

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Article Computer Science, Information Systems

Detection and Identification of Expansion Joint Gap of Road Bridges by Machine Learning Using Line-Scan Camera Images

In Bae Kim et al.

Summary: A machine vision-based inspection system was developed to monitor expansion joint gaps while driving at high speed, improving accuracy by 27.5% and reducing survey time by over 95%. This system helps enhance safety and allows maintenance practitioners to prepare preventive measures before problems occur.

APPLIED SYSTEM INNOVATION (2021)

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Proceedings Paper Optics

A review of non-maximum suppression algorithms for deep learning target detection

Gong Meiling et al.

Summary: The article introduces the application of deep learning in target detection, focusing on the principles and comparative analysis of the non-maximum suppression algorithm and five improved algorithms. Finally, improvement directions are proposed to provide technical reference and support for researchers in related fields.

SEVENTH SYMPOSIUM ON NOVEL PHOTOELECTRONIC DETECTION TECHNOLOGY AND APPLICATIONS (2021)

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Article Environmental Sciences