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
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;
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
DOI :
10.1109/IITSI.2010.61
