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Summarization-Based Image Resizing by Intelligent Object Carving

文献类型：期刊论文

作者Dong, Weiming1; Zhou, Ning1; Lee, Tong-Yee2; Wu, Fuzhang1; Kong, Yan1; Zhang, Xiaopeng1
刊名IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
出版日期2014
卷号20期号:1页码:111-124
关键词Image resizing similar object detection object carving
英文摘要Image resizing can be more effectively achieved with a better understanding of image semantics. In this paper, similar patterns that exist in many real-world images are analyzed. By interactively detecting similar objects in an image, the image content can be summarized rather than simply distorted or cropped. This method enables the manipulation of image pixels or patches as well as semantic objects in the scene during image resizing process. Given the special nature of similar objects in a general image, the integration of a novel object carving (OC) operator with the multi-operator framework is proposed for summarizing similar objects. The object removal sequence in the summarization strategy directly affects resizing quality. The method by which to evaluate the visual importance of the object as well as to optimally select the candidates for object carving is demonstrated. To achieve practical resizing applications for general images, a template matching-based method is developed. This method can detect similar objects even when they are of various colors, transformed in terms of perspective, or partially occluded. To validate the proposed method, comparisons with state-of-the-art resizing techniques and a user study were conducted. Convincing visual results are shown to demonstrate the effectiveness of the proposed method.
WOS标题词Science & Technology ; Technology
类目[WOS]Computer Science, Software Engineering
研究领域[WOS]Computer Science
关键词[WOS]FEATURES ; VIDEO
收录类别SCI
语种英语
WOS记录号WOS:000327960700011
源URL[http://ir.ia.ac.cn/handle/173211/2860]  
专题自动化研究所_模式识别国家重点实验室_多媒体计算与图形学团队
作者单位1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
2.Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Comp Graph Grp, Visual Syst Lab, Tainan 7001, Taiwan
推荐引用方式
GB/T 7714		 Dong, Weiming,Zhou, Ning,Lee, Tong-Yee,et al. Summarization-Based Image Resizing by Intelligent Object Carving[J]. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,2014,20(1):111-124.
APA Dong, Weiming,Zhou, Ning,Lee, Tong-Yee,Wu, Fuzhang,Kong, Yan,&Zhang, Xiaopeng.(2014).Summarization-Based Image Resizing by Intelligent Object Carving.IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,20(1),111-124.
MLA Dong, Weiming,et al."Summarization-Based Image Resizing by Intelligent Object Carving".IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 20.1(2014):111-124.

入库方式： OAI收割

来源：自动化研究所

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