VIDEO BASED FACE RECOGNITION USING ORTHOGONAL LOCALITY PRESERVING PROJECTION

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

SHAFEIPOUR YOURDESHAHI SAJJAD; SEYEDARABI HADI; AGHAGOLZADEH ALI

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: SIGNAL AND DATA PROCESSING Year:2016 | Volume:- | Issue:2 (SERIAL 28) Page(s): 139-149

Download Full-Text

Persian Verion

View:

694

Download:

Cites:

Information Journal Paper

Title

VIDEO BASED FACE RECOGNITION USING ORTHOGONAL LOCALITY PRESERVING PROJECTION

Author(s)

SHAFEIPOUR YOURDESHAHI SAJJAD | SEYEDARABI HADI | AGHAGOLZADEH ALI | Issue Writer Certificate

Keywords

FACE RECOGNITIONQ2

ORTHOGONAL LOCALITY PRESERVING PROJECTIONQ2

KEY FRAMEQ2

SUBSPACEQ2

MANIFOLDQ2

Abstract

in this paper, attempting to improve the recognition rate and solve some problems such as pose, lighting variations and partial occlusion in video sequences using ORTHOGONAL LOCALITY PRESERVING PROJECTION (OLPP). In this research, first of all face in video frames is detected for background removing. Then each set of images is distributed on a nonlinear MANIFOLD and clustered using appropriate methods then the center of each cluster is considered as the cluster representative. It is also shown that by using OLPP the KEY FRAMEs are projected to the new space, where the frames in each MANIFOLD are better closed also the frames in different MANIFOLD are better separated. The recognition is done by projecting the test video sequence to the new space and calculating the distance between MANIFOLDs. Comparing the experimental results of the proposed method with other methods demonstrate the effectiveness of the proposed approach.

Cites

No record.

References

No record.

Cite

APA: Copy

SHAFEIPOUR YOURDESHAHI, SAJJAD, SEYEDARABI, HADI, & AGHAGOLZADEH, ALI. (2016). VIDEO BASED FACE RECOGNITION USING ORTHOGONAL LOCALITY PRESERVING PROJECTION. SIGNAL AND DATA PROCESSING, -(2 (SERIAL 28)), 139-149. SID. https://sid.ir/paper/160712/en

Vancouver: Copy

SHAFEIPOUR YOURDESHAHI SAJJAD, SEYEDARABI HADI, AGHAGOLZADEH ALI. VIDEO BASED FACE RECOGNITION USING ORTHOGONAL LOCALITY PRESERVING PROJECTION. SIGNAL AND DATA PROCESSING[Internet]. 2016;-(2 (SERIAL 28)):139-149. Available from: https://sid.ir/paper/160712/en

IEEE: Copy

SAJJAD SHAFEIPOUR YOURDESHAHI, HADI SEYEDARABI, and ALI AGHAGOLZADEH, “VIDEO BASED FACE RECOGNITION USING ORTHOGONAL LOCALITY PRESERVING PROJECTION,” SIGNAL AND DATA PROCESSING, vol. -, no. 2 (SERIAL 28), pp. 139–149, 2016, [Online]. Available: https://sid.ir/paper/160712/en

Related Journal Papers