TY - GEN
T1 - Human facial expression mining based on cloud model
AU - Wang, Shuliang
AU - Chi, Hehua
AU - Feng, Xiao
AU - Yin, Jinfei
PY - 2009
Y1 - 2009
N2 - In order to make the human facial expression recognition and analysis effectively, cloud model is used to mine the knowledge of human facial expression in this paper. Backward cloud generator without certainty degree treats the original input image as a cloud droplet image. The outputs are used to describe the three numerical characteristics-(Ex, En, He). How the three numerical characteristics of the cloud model (Ex, En, He) to embody the knowledge of facial expression? With two different sets of original images, two experiments are made to explain the specific meaning of the three numerical characteristics (Ex, En, He). Under the experiments, the profound knowledge may be extracted on the facial expression, i.e. Ex is the common of standard face, En is the difference, and He is the range of the difference.
AB - In order to make the human facial expression recognition and analysis effectively, cloud model is used to mine the knowledge of human facial expression in this paper. Backward cloud generator without certainty degree treats the original input image as a cloud droplet image. The outputs are used to describe the three numerical characteristics-(Ex, En, He). How the three numerical characteristics of the cloud model (Ex, En, He) to embody the knowledge of facial expression? With two different sets of original images, two experiments are made to explain the specific meaning of the three numerical characteristics (Ex, En, He). Under the experiments, the profound knowledge may be extracted on the facial expression, i.e. Ex is the common of standard face, En is the difference, and He is the range of the difference.
UR - http://www.scopus.com/inward/record.url?scp=70449989706&partnerID=8YFLogxK
U2 - 10.1109/GRC.2009.5255059
DO - 10.1109/GRC.2009.5255059
M3 - Conference contribution
AN - SCOPUS:70449989706
SN - 9781424448319
T3 - 2009 IEEE International Conference on Granular Computing, GRC 2009
SP - 557
EP - 560
BT - 2009 IEEE International Conference on Granular Computing, GRC 2009
T2 - 2009 IEEE International Conference on Granular Computing, GRC 2009
Y2 - 17 August 2009 through 19 August 2009
ER -