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

Internet visual media processing: a survey with graphics and vision applications
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互联网视觉媒体处理:图形和视觉应用调查

DOI:
10.1007/s00371-013-0792-6
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发表时间:
2013-03
期刊:
影响因子:
3.5
通讯作者:
Martin, Ralph R.
Martin, Ralph R.
中科院分区:
计算机科学3区
文献类型:
--
作者:
Hu, Shi-Min;Chen, Tao;Xu, Kun;Cheng, Ming-Ming;Martin, Ralph R.

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近年来,计算机图形学和计算机视觉学界对基于网络视觉媒体资源的研究给予了极大的关注。数以百万计的人不断上传大量的图像和视频,刺激了各种视觉媒体的创作和编辑应用,同时也对检索、组织和利用提出了严峻的挑战。本文综述了最近关于处理大量图像和视频集合的研究,包括分析、操作和合成方面的工作。它讨论了所涉及的问题,并提出了这一新兴研究领域可能的未来方向。
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.
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