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With the continuous progress of human computer interaction, face detection as well as facial expression recognition is gaining the attention of researchers from the fields of security, psychology, image processing, and computer vision. In this area the most challenging thing is to recognize accurate facial expression with minimum time requirement. In this work, our main focus is to minimize the time using fusion based Independent Component Analysis (ICA). Research studies show ICA hasdoi:10.12720/joig.2.1.1-7 fatcat:vbvvu4vbhzfgrei6j4xegkv32q