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Computer Vision on X-ray Data in Industrial Production and Security Applications: A Comprehensive Survey

2023

X-ray imaging technology has been used for decades in clinical tasks to reveal the internal condition of different organs, and in recent years, it has become more common in other areas such as industry, security, and geography. The recent development of computer vision and machine learning techniques has also made it easier to automatically process X-ray images and several machine learning-based object (anomaly) detection, classification, and segmentation methods have been recently employed in X-ray image analysis. Due to the high potential of deep learning in related image processing applications, it has been used in most of the studies. This survey reviews the recent research on using com…

FOS: Computer and information sciencesGeneral Computer ScienceComputer Vision and Pattern Recognition (cs.CV)security applicationsröntgensäteilyComputer Science - Computer Vision and Pattern RecognitionGeneral Engineeringdeep learningsyväoppiminencomputer visionX-rayindustrial applicationskonenäköGeneral Materials ScienceElectrical and Electronic Engineering
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