TY - GEN
T1 - An adult image recognizing algorithm based on naked body detection
AU - Xiaoyin, Wang
AU - Changzhen, Hu
AU - Shuping, Yao
PY - 2009
Y1 - 2009
N2 - The nude image is an important part in adult images spreading on the Internet. A new recognizing algorithm of nude image based on the navel and body feature is proposed in this paper. The algorithm considers the naked body which is composed by trunk, limb and face as the object to be recognized. Body is taken as a combination of predefined key rectangles. The intersection of the key rectangles is the navel. Firstly, the algorithm recognizes the location of navel in an image. Then it constructs the feature vector of key rectangles. Finally, it classifies the features by Forward Propagation neural network to determine whether there is a naked body in the image or not. Experiments show that the algorithm can recognize nude images accurately, and the recognizing speed can satisfy the requirement of practical systems.
AB - The nude image is an important part in adult images spreading on the Internet. A new recognizing algorithm of nude image based on the navel and body feature is proposed in this paper. The algorithm considers the naked body which is composed by trunk, limb and face as the object to be recognized. Body is taken as a combination of predefined key rectangles. The intersection of the key rectangles is the navel. Firstly, the algorithm recognizes the location of navel in an image. Then it constructs the feature vector of key rectangles. Finally, it classifies the features by Forward Propagation neural network to determine whether there is a naked body in the image or not. Experiments show that the algorithm can recognize nude images accurately, and the recognizing speed can satisfy the requirement of practical systems.
KW - Adult image recognition
KW - Forward propagation neural network
KW - Naked body
KW - Nude image
UR - http://www.scopus.com/inward/record.url?scp=70449738178&partnerID=8YFLogxK
U2 - 10.1109/CCCM.2009.5267781
DO - 10.1109/CCCM.2009.5267781
M3 - Conference contribution
AN - SCOPUS:70449738178
SN - 9781424442461
T3 - 2009 Second ISECS International Colloquium on Computing, Communication, Control, and Management, CCCM 2009
SP - 197
EP - 200
BT - 2009 Second ISECS International Colloquium on Computing, Communication, Control, and Management, CCCM 2009
T2 - 2009 Second ISECS International Colloquium on Computing, Communication, Control, and Management, CCCM 2009
Y2 - 8 August 2009 through 9 August 2009
ER -