DocumentCode
2193232
Title
Research on Application of Region-of-Interest in Face Detection
Author
Zhou, Deng-feng ; Ye, Shui-sheng ; Hu, Shao-hua
Author_Institution
Sch. of Software, Nanchang HangKong Univ., Nanchang, China
fYear
2010
fDate
2-4 April 2010
Firstpage
192
Lastpage
194
Abstract
The ROI regions in JPEG2000 coding system mostly are defined artificially but it will decrease working efficiency a lot. This paper proposed a new fast face detection method based on AdaBoost and skin color detection, and introduced it into the JPEG2000 coding system. The experiments show that the false alarm rate of the human face detection is obviously lower than AdaBoost.
Keywords
face recognition; image coding; image colour analysis; AdaBoost; JPEG2000 coding system; ROI regions; human face detection; region-of-interest application; skin color detection; Face detection; Humans; Image coding; Informatics; Information security; Information technology; Machine learning algorithms; Propagation losses; Skin; Transform coding; AdaBoost; JPEG2000; Maxshift; region of interest; skin color;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Technology and Security Informatics (IITSI), 2010 Third International Symposium on
Conference_Location
Jinggangshan
Print_ISBN
978-1-4244-6730-3
Electronic_ISBN
978-1-4244-6743-3
Type
conf
DOI
10.1109/IITSI.2010.61
Filename
5453644
Link To Document