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木头虫925

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标题:A Mean-Shift-Based Feature Descriptor for Wide Baseline Stereo Matching
期刊:Mathematical Problems in Engineering
作者:Dou, Yiwen; Hao, Kuangrong; Ding, Yongsheng; Mao, Min
其他:2015(7):1-14. DOI: 10.1155/2015/398756

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木头虫925: 金币+15, ★★★★★最佳答案, 检索的如此详细,非常感谢! 2016-05-11 09:46:05
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A Mean-Shift-Based Feature Descriptor for Wide Baseline Stereo Matching
作者ou, YW (Dou, Yiwen)[ 1 ] ; Hao, KR (Hao, Kuangrong)[ 1 ] ; Ding, YS (Ding, Yongsheng)[ 1 ] ; Mao, M (Mao, Min)[ 1 ]


MATHEMATICAL PROBLEMS IN ENGINEERING


文献号: 398756

DOI: 10.1155/2015/398756

出版年: 2015

查看期刊信息

MATHEMATICAL PROBLEMS IN ENGINEERING  

出版商 HINDAWI PUBLISHING CORP, 410 PARK AVENUE, 15TH FLOOR, #287 PMB, NEW YORK, NY 10022 USA

ISSN: 1024-123X
eISSN: 1563-5147

研究领域 Engineering
Mathematics



摘要
We propose a novel Mean-Shift-based building approach in wide baseline. Initially, scale-invariance feature transform (SIFT) approach is used to extract relatively stable feature points. As to each matching SIFT feature point, it needs a reasonable neighborhood range so as to choose feature points set. Subsequently, in view of selecting repeatable and high robust feature points, Mean-Shift controls corresponding feature scale. At last, our approach is employed to depth image acquirement in wide baseline and Graph Cut algorithm optimizes disparity information. Compared with the existing methods such as SIFT, speeded up robust feature (SURF), and normalized cross-correlation (NCC), the presented approach has the advantages of higher robustness and accuracy rate. Experimental results on low resolution image and weak feature description in wide baseline confirm the validity of our approach.

关键词
KeyWords Plus:IMAGE; SIFT; REGIONS; SEGMENTATION; CONVERGENCE; ALGORITHM; TRACKING

作者信息
通讯作者地址: Hao, KR (通讯作者) Donghua Univ, Engn Res Ctr Digitized Text & Apparel Technol, Minist Educ, Coll Informat Sci & Technol, Shanghai 201620, Peoples R China.
  增强组织信息的名称
    Donghua University  


地址:  [ 1 ] Donghua Univ, Engn Res Ctr Digitized Text & Apparel Technol, Minist Educ, Coll Informat Sci & Technol, Shanghai 201620, Peoples R China
  增强组织信息的名称
    Donghua University  


电子邮件地址:krhao@dhu.edu.cn

基金资助致谢
基金资助机构 授权号
Key Project of the National Nature Science Foundation of China  61134009  
National Nature Science Foundation of China  61473077
61473078  
Program for Changjiang Scholars from the Ministry of Education   
Specialized Research Fund for Shanghai Leading Talents   
Project of the Shanghai Committee of Science and Technology  13JC1407500  
Innovation Program of Shanghai Municipal Education Commission  14ZZ067  
查看基金资助信息关闭基金资助信息   

This work was supported in part by the Key Project of the National Nature Science Foundation of China (no. 61134009), the National Nature Science Foundation of China (nos. 61473077 and 61473078), Program for Changjiang Scholars from the Ministry of Education, Specialized Research Fund for Shanghai Leading Talents, Project of the Shanghai Committee of Science and Technology (no. 13JC1407500), and Innovation Program of Shanghai Municipal Education Commission (no. 14ZZ067).

出版商
HINDAWI PUBLISHING CORP, 410 PARK AVENUE, 15TH FLOOR, #287 PMB, NEW YORK, NY 10022 USA

类别 / 分类
研究方向:Engineering; Mathematics

Web of Science 类别:Engineering, Multidisciplinary; Mathematics, Interdisciplinary Applications

文献信息
文献类型:Article

语种:English

入藏号: WOS:000366423100001

ISSN: 1024-123X

eISSN: 1563-5147

其他信息
IDS 号: CY5BO

Web of Science 核心合集中的 "引用的参考文献": 30

Web of Science 核心合集中的 "被引频次": 0

影响因子 0.762  0.798  
2014  5 年  


JCR® 类别 类别中的排序 JCR 分区
ENGINEERING, MULTIDISCIPLINARY  54/85  Q3
MATHEMATICS, INTERDISCIPLINARY APPLICATIONS  70/99  Q3


数据来自第 2014 版 Journal Citation Reports®
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