Ensemble Convolution Neural Network for Robust Video Emotion Recognition Using Deep Semantics

Algorithm 2

Template-based face detection in keyframes.

	Input: the keyframe() and template image (t)
	Output: The keyframe with face
	Read the keyframes
	Read the template image t
	Apply template matching to detect face image
	Slide the t over
	Compare t and and find the correlation value (cv) using equation (1)
	Normalise the correlation value using (2)
	Compute the correlation threshold (T)
	Add mean with an arbitrary number of standard deviation
	Compare cv and T
	If the cv > T the
	The segment is marked as a face
	Else
	The segment is marked as nonface
	End If