一個新的三元化圖樣及其在臉部辨識上的應用

陳宗明

54.85.57.0，Hello！

Close
Search Quick Search Advanced Search Publication Search	Personal Service Member Login Searching History Use Bonus Card SYMSKAN
Browse Browse by University of Graduate Thesis Browse by Pinyin of Graduate Thesis Browse by Conference Proceedings Topic Browse by Conference Proceedings Publisher Browse by Pinyin of Conference Proceedings Browse by eBook Category Browse by eBook Topic Browse by eBook Publisher
Customer Services Authorize Airiti Recommend a Journal

Search Symbol (Half-width)	Description of Search Symbols
Space	"AND" indicates the intertwining of key terms used in a search
Double Quotation Marks ("") ( " " )	Double quotation marks indicate the beginning and end of a phrase, and the search will only include terms that appear in the same order of those within the quotations. Example: "image process" ： " image process "
?	Indicates a variable letter. Entering two ? will indicate two variable letters, and so on. Example: "Appl?", search results will yield apple, apply… e , appl y … ( (often used to English word searches) )
*	Indicates an unlimited number of variable letters to follow, from 1~n. Example: Enter "appl*", search results will yield apple, apples, apply, applied, application…(often used in English word searches) e , appl es , appl y , appl ied , appl ication … ( (often used to English word searches) )
AND、OR、NOT	Boolean logic combinations of key words is a skill used to expand or refine search parameters. (1) AND (1) AND: Refines search parameters (2) OR (2) OR: Expands search parameters (3) NOT: Excludes irrelevant parameters

DOI stands for Digital Object Identifier （ D igital O bject I dentifier ） ,
and is the unique identifier for objects on the internet. It can be used to create persistent link and to cite articles.

Using DOI as a persistent link

To create a persistent link, add「http://dx.doi.org/」「 http://dx.doi.org/ 」 before a DOI.
For instance, if the DOI of an article is 10.5297/ser.1201.002 , you can link persistently to the article by entering the following link in your browser: http://dx.doi.org/ 10.5297/ser.1201.002 。
The DOI link will always direct you to the most updated article page no matter how the publisher changes the document's position, avoiding errors when engaging in important research.

Cite a document with DOI

When citing references, you should also cite the DOI if the article has one. If your citation guideline does not include DOIs, you may cite the DOI link.

DOIs allow accurate citations, improve academic contents connections, and allow users to gain better experience across different platforms. Currently, there are more than 70 million DOIs registered for academic contents. If you want to understand more about DOI, please visit airiti DOI Registration （ doi.airiti.com ）。

Data Source

College of Engineering > Graduate Institute of Electronics Engineering
Engineering > Electrical Engineering

Bibliography Management Tool

Related Links

Report an Issue

Search in Library

There is no full-text available at the moment. Airiti would like to request author's authorization. I would like to provide authorization.

一個新的三元化圖樣及其在臉部辨識上的應用

A Novel Local Ternary Pattern and Its Application to Face Recognition

陳宗明 , Masters　　Advisor：繆紹綱　　

繁體中文

延展式區域三元化圖樣；全區變數自適性區域三元化圖樣；臉部辨識；區域二元化圖樣；區域三元化圖樣； ELTP ； face recognition ； LBP ； LTP ； GVALTP

Abstract │ Reference (22) │ Altmetrics

Abstract 〈TOP〉

Parallel Abstract 〈TOP〉

The operator of local binary pattern (LBP) mainly thresholds pixels in a predetermined window based on the gray value of the central pixel of that window. The LBP is quite sensitive to noise. To deal with this problem, a 3-valued operator called local ternary pattern (LTP) was proposed. The operator of extended local ternary pattern (ELTP) does not use a fixed threshold rather its threshold is determined by the local statistics of the pixels in the window. With this adaptive threshold, the noise-resistant capability is improved. In this thesis, we introduce a new adaptive operator called global variable adaptive local ternary pattern (GVALTP), where the local pattern threshold is determined automatically based on global statistics of the entire image. The main advantage of this new approach is to enable a faster calculation mechanism. Experiments conducted on two face image datasets show that our technique achieves comparable or slightly better recognition performance as compared with other algorithms. For noise-resistant capability, the proposed approach achieves comparable performance with the ELTP but runs much faster.

Reference ( 22 ) 〈TOP〉

[1] M. Inen, M. Pietikäinen, A. Hadid, G. Zhao, and T. Ahonen, Computer Vision Using Local Binary Patterns, vol. 40. New York, NY, USA: Springer-Verlag, 2011.
連結：
[2] T. Ojala, M. Pietikainen, and D. Harwood, “A Comparative Study of Texture Measures with Classification Based on Feature Distributions,” Pattern Recognit., vol. 29, no. 1, pp. 51-59, 1996.
連結：
[3] T. Ahonen, A. Hadid, and M. Pietikainen, “Face Description with Local Binary Patterns: Application to Face Recognition,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 12, pp. 2037-2041, Dec. 2006.
連結：
[4] X. Tan and B. Triggs, “Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions,” IEEE Trans. Image Process., vol. 19, no. 6, pp. 1635-1650, Jun. 2010.
連結：
[5] W.-H. Liao, “Region Description Using Extended Local Ternary Patterns,” Int. Conf. Pattern Recognit., Istanbul, Turkey, 2010, pp. 1003-1006.
連結：

Altmetrics

〈TOP〉

E-mail ：

When an article is available to download, a notice will be sent to your mailbox address.

E-mail ：