Image composition by constraining responses of filters

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 先进时空数据分析与学习

	Image composition by constraining responses of filters
	Wen, J.1; Zhang, B.2; Pan, C.3 ; Zhang, X.1
发表期刊	IET IMAGE PROCESSING
	2012-02-01
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	多模态人工智能系统全国重点实验室_先进时空数据分析与学习
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
推荐引用方式 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.