UM  > 科技學院  > 電腦及資訊科學系
Image Completion with Perspective Constraintbased on a Single Image
HAO ChuanYan1; CHEN YaDang1; WU Wen1; WU EnHua1,2
2015
Source PublicationScience China Information Sciences
ISSN1674-733X
Volume58Issue:9Pages:1-12
Abstract

Although image completion has been used in many image filling and editing problems for a long time, it is rarely applied in the scenario regarding the perspective effect which is demonstrated largely in the design of urban architectures. Thus this paper proposes a method to capture the perspective information automatically based on a single image and employs it to image completion tasks effectively. Actually it is difficult to automatize the extraction from only a single image, but it has been observed that architectures usually contain plenty of repetitions and symmetries which could be described through periodicity. Therefore, our approach first determines the initial vanishing points through the cascaded hough transformation. Then, a refinement scheme based on SIFT feature matching is proposed to obtain the accurate vanishing points. At last, a good perspective mesh is generated from the geometry calculation. The experiments show that this method could be used to automatically extract perspective information from a single image and recover the image in a visually plausible way

KeywordPerspective Constraint Image Completion Image Inpainting Texture Synthesis Mesh Vanishing Point Hough Transform Sift Features
DOIhttps://doi.org/10.1007/s11432-015-5359-x
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Information Systems ; Engineering, Electrical & Electronic
WOS IDWOS:000359801900003
全文获取链接
引用统计
被引频次[WOS]:4   [WOS记录]     [WOS相关记录]
Document TypeJournal article
专题DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Faculty of Science and Technology
Corresponding AuthorHAO ChuanYan
Affiliation1.Faculty of Science and Technology, University of Macau, Macau 999078, China;
2.State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing 100864, China
First Author AffilicationFaculty of Science and Technology
Corresponding Author AffilicationFaculty of Science and Technology
推荐引用方式
GB/T 7714
HAO ChuanYan,CHEN YaDang,WU Wen,et al. Image Completion with Perspective Constraintbased on a Single Image[J]. Science China Information Sciences,2015,58(9):1-12.
APA HAO ChuanYan,CHEN YaDang,WU Wen,&WU EnHua.(2015).Image Completion with Perspective Constraintbased on a Single Image.Science China Information Sciences,58(9),1-12.
MLA HAO ChuanYan,et al."Image Completion with Perspective Constraintbased on a Single Image".Science China Information Sciences 58.9(2015):1-12.
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
Google Scholar
中相似的文章 Google Scholar
[HAO ChuanYan]的文章
[CHEN YaDang]的文章
[WU Wen]的文章
Baidu academic
中相似的文章 Baidu academic
[HAO ChuanYan]的文章
[CHEN YaDang]的文章
[WU Wen]的文章
Bing Scholar
中相似的文章 Bing Scholar
[HAO ChuanYan]的文章
[CHEN YaDang]的文章
[WU Wen]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。