Internet visual media processing: a survey with graphics and vision applications

Authors:
Shi-Min Hu;Tao Chen;Kun Xu;Ming-Ming Cheng;Ralph R. Martin
Affiliations:
Tsinghua University, Beijing, China;Tsinghua University, Beijing, China;Tsinghua University, Beijing, China;Tsinghua University, Beijing, China;Cardiff University, Cardiff, UK
Venue:
The Visual Computer: International Journal of Computer Graphics
Year:
2013

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Abstract

In recent years, the computer graphics and computer vision communities have devoted significant attention to research based on Internet visual media resources. The huge number of images and videos continually being uploaded by millions of people have stimulated a variety of visual media creation and editing applications, while also posing serious challenges of retrieval, organization, and utilization. This article surveys recent research as regards processing of large collections of images and video, including work on analysis, manipulation, and synthesis. It discusses the problems involved, and suggests possible future directions in this emerging research area.