JETIREXPLORE- Search Thousands of research papers



Published in:

Volume 7 Issue 7
July-2020
eISSN: 2349-5162

Unique Identifier

JETIR2007352

Page Number

433-437

Share This Article


Title

PARTIAL FACE RECOGNITION USING DYNAMIC FEATURE MATCHING AND CNN

ISSN

2349-5162

Cite This Article

"PARTIAL FACE RECOGNITION USING DYNAMIC FEATURE MATCHING AND CNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 7, page no.433-437, July-2020, Available :http://www.jetir.org/papers/JETIR2007352.pdf

Abstract

As the computer generation grows, security and safety are being an active topic. The most active and most advanced problem is face detection and face recognition. Nowadays, detection and recognition of frontal face images are achieved in all computer fields, from identification to authorization and authentication. Still, the problem is to deal with a partial face. Sometimes the obtained picture may be occlusions, large-viewing angles, or out-of-view. Identifying a partial face and recognition isn't an easy task. We propose a technique in this paper to detect the partial face and recognize them using various steps. Our method helps to identify the partially appearing faces with very low computational complexity. We couple the detected facial segment, which allows detecting partially visible faces. Once a partial face is detected, the facial sections can be used in many applications. The partially detected probe is sent to a face recognition model to discover the person. We use FCNs (Fully Convolutional Networks) and SRC (Sparse Representation Classification) combined using DFM (Dynamic Feature Matching) to handle the recognition of partial face regardless of different sizes.

Key Words

Cite This Article

"PARTIAL FACE RECOGNITION USING DYNAMIC FEATURE MATCHING AND CNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 7, page no. pp433-437, July-2020, Available at : http://www.jetir.org/papers/JETIR2007352.pdf

Publication Details

Published Paper ID: JETIR2007352
Registration ID: 235619
Published In: Volume 7 | Issue 7 | Year July-2020
DOI (Digital Object Identifier):
Page No: 433-437
ISSN Number: 2349-5162

Download Paper

Preview Article

Download Paper




Cite This Article

"PARTIAL FACE RECOGNITION USING DYNAMIC FEATURE MATCHING AND CNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 7, page no. pp433-437, July-2020, Available at : http://www.jetir.org/papers/JETIR2007352.pdf




Preview This Article


Downlaod

Click here for Article Preview