Image composition by constraining responses of filters
Wen, J.1; Zhang, B.2; Pan, C.3; Zhang, X.1
2012-02-01
发表期刊IET IMAGE PROCESSING
卷号6期号:1页码:11-21
文章类型Article
摘要This study proposes a unified method for a wide variety of image composition tasks. The proposed method is developed by constraining the responses of a set of filters to a target image. Each filter describes an attribute of the target image. Also, each attribute field is assumed to be equal to the corresponding attribute field of an input source. The constraints imposed by all those attributes are weighted heterogeneously and formulated into a minimisation problem. For different tasks, the required attributes (e.g. gradient, texture and colour constraints) can be specified by different sources (e.g. from a given image, constructed from several images or specified by users). The framework is flexible and can be configured to meet a variety of image editing tasks. To validate the effectiveness of this method, a variety of applications have been presented, including face data illumination removal, remote-sensing images fusion, texture transfer, multi-focus image fusion, seamless texture tiling and text layer transfer. The experimental results illustrate that the proposed method is effective in performance for the presented image editing tasks with comparisons to classical methods for the specified tasks.
WOS标题词Science & Technology ; Technology
关键词[WOS]MODELS
收录类别SCI
语种英语
WOS研究方向Engineering
WOS类目Engineering, Electrical & Electronic
WOS记录号WOS:000300301200002
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/8008
专题模式识别国家重点实验室_先进数据分析与学习
作者单位1.Chinese Acad Sci, Inst Remote Sensing Applicat, State Key Lab Remote Sensing Sci, Beijing, Peoples R China
2.Chinese Acad Sci, Ctr Earth Observat & Digital Earth, Beijing, Peoples R China
3.Chinese Acad Sci, Inst Automat, NLPR, Beijing, Peoples R China
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GB/T 7714
Wen, J.,Zhang, B.,Pan, C.,et al. Image composition by constraining responses of filters[J]. IET IMAGE PROCESSING,2012,6(1):11-21.
APA Wen, J.,Zhang, B.,Pan, C.,&Zhang, X..(2012).Image composition by constraining responses of filters.IET IMAGE PROCESSING,6(1),11-21.
MLA Wen, J.,et al."Image composition by constraining responses of filters".IET IMAGE PROCESSING 6.1(2012):11-21.
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