Application of Artificial Intelligence and Computer Vision for Detection and Analysis
A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Computing and Artificial Intelligence".
Deadline for manuscript submissions: closed (20 July 2024) | Viewed by 14077
Special Issue Editors
Interests: intelligent manufacturing; AI technology in quality control; computer vision
Interests: artificial neural networks; inverse methods; computational fluid dynamics; numerical optimization; engineering, applied and computational mathematics
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Nondestructive testing, represented by X-ray, ultrasonic, thermography, etc., and machine vision testing, represented by photoelectric testing, are important technologies for defect detection and quality control in the manufacturing and service process of complex products, such as aerospace, petrochemical, special equipment, etc. With the rapid improvement in the automation and informatization of current testing instruments, industry has accumulated a large amount of testing data, including waveform, image, video, etc. However, data analysis is mainly conducted manually, which is inefficient and inconsistent, and makes it difficult to meet the requirements of modern quality control. In recent years, artificial intelligence and computer vision technology have developed rapidly, providing an excellent opportunity to develop intelligent detection data analysis technology and application systems. Therefore, in this special issue, recent efforts and advances in artificial intelligence technology and computer vision technology in data analysis and application systems will be discussed.
Dr. Hongquan Jiang
Dr. Denglong Ma
Guest Editors
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Keywords
- image preprocessing technology
- video data preprocessing technology
- high resolution technology for image or video data
- defect target detection technology
- defect target segmentation technology
- defect target type identification technology
- intelligent defect rating technology
- intelligent data analysis software system and its applications
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