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  1. University of Information Technology
  2. International Conference on Advanced Information Technologies

Face Detection using Fusion of Skin Detection and Viola-Jones Face Detection

http://hdl.handle.net/20.500.12678/0000006301
http://hdl.handle.net/20.500.12678/0000006301
726a32d5-980c-42f8-81d2-e5e9fd3c1174
e5901f9a-11e1-41e1-b2a4-3f35eb5de16f
None
Preview
Name / File License Actions
Face Face Detection using Fusion of Skin Detection and Viola-Jones Face Detection.pdf (1.4 Mb)
© 2018 ICAIT
Publication type
Conference paper
Upload type
Publication
Title
Title Face Detection using Fusion of Skin Detection and Viola-Jones Face Detection
Language en
Publication date 2018-11-02
Authors
Hla Myat Maw
K Zin Lin
Myat Thida Mon
Description
Face Detection is the first step of any automated face and
facial expression recognition system. It is applied in many
applications such as computer vision and biometric
applications like face recognition, expression recognition
and classification, security access systems, video
surveillance, and intelligent human computer interaction.
A false detection rate and slow detection speed remain
major problems in face detection. In this paper, we
present a method to avoid these problems, by combining
skin detection and Viola and Jones Face detection. Skin
detection is used to reject false positive. After determining
all possible face candidate regions, the Viola Jones
detector is applied to detect face. Our method has high
detection rate and accuracy than an individual face
detector. It can perform quiet well in complex
background and varying lighting conditions when it is
applied images with complex backgrounds. Experimental
results show the effectiveness of the proposed method.
Keywords
Face detection, Skin detection, Viola and Jones face detector, Color space model
Conference papers
ICAIT-2018
1-2 November, 2018
2nd International Conference on Advanced Information Technologies
Yangon, Myanmar
Image Processing
https://www.uit.edu.mm/icait-2018/
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