Image composition by constraining responses of filters

CORC > 自动化研究所 > 中国科学院自动化研究所 > 模式识别国家重点实验室 > 遥感图像处理团队

	Image composition by constraining responses of filters
	Wen, J.1; Zhang, B.2; Pan, C.3 ; Zhang, X.1
刊名	IET IMAGE PROCESSING
	2012-02-01
卷号	6 期号:1 页码:11-21
英文摘要	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
类目[WOS]	Engineering, Electrical & Electronic
研究领域[WOS]	Engineering
关键词[WOS]	MODELS
收录类别	SCI
语种	英语
WOS记录号	WOS:000300301200002
公开日期	2015-09-22
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/8008]
专题	自动化研究所_模式识别国家重点实验室_遥感图像处理团队
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.