With the development of production technology and social needs,sectors of manufacturing are constantly improving.The use of sensors and computers has made it increasingly convenient to collect multimedia data in manuf...With the development of production technology and social needs,sectors of manufacturing are constantly improving.The use of sensors and computers has made it increasingly convenient to collect multimedia data in manufacturing.Targeted,rapid,and detailed analysis based on the type of multimedia data can make timely decisions at different stages of the entire manufacturing process.Visualization and visual analytics are frequently adopted in multimedia data analysis of manufacturing because of their powerful ability to understand,present,and analyze data intuitively and interactively.In this paper,we present a literature review of visualization and visual analytics specifically for manufacturing multimedia data.We classify existing research according to visualization techniques,interaction analysis methods,and application areas.We discuss the differences when visualization and visual analytics are applied to different types of multimedia data in the context of particular examples of manufacturing research projects.Finally,we summarize the existing challenges and prospective research directions.展开更多
基金supported by the National Key Research and Development Program of China(2020YFB1707700)National Natural Science Foundation of China(61972356,62036009).
文摘With the development of production technology and social needs,sectors of manufacturing are constantly improving.The use of sensors and computers has made it increasingly convenient to collect multimedia data in manufacturing.Targeted,rapid,and detailed analysis based on the type of multimedia data can make timely decisions at different stages of the entire manufacturing process.Visualization and visual analytics are frequently adopted in multimedia data analysis of manufacturing because of their powerful ability to understand,present,and analyze data intuitively and interactively.In this paper,we present a literature review of visualization and visual analytics specifically for manufacturing multimedia data.We classify existing research according to visualization techniques,interaction analysis methods,and application areas.We discuss the differences when visualization and visual analytics are applied to different types of multimedia data in the context of particular examples of manufacturing research projects.Finally,we summarize the existing challenges and prospective research directions.
