2. Partial face recognition using image fusion
Bhattacharya Sanjukta, Ananjan Maiti, Samhita Das, Shristee Ganguly · 2019
Several biometric partial face recognition researches have been performed by many scientists.In this chapter, a novel technique has been recommended, which acknowledges students face to speed up the attendance procedures in a classroom.Students' partial pictures have been used to prepare the image set, and preprocessed different partial faces to gray-level images.Initially, the technique like discrete wavelet transform has been used to obtain local features.Afterward, the effectiveness of the approach has been improved by employing image fusion with the averaging method.The fusion technique along with the correlation technique was executed to the contrast between the fused images, and the test images were selected from the entire image set.Results revealed practically 90% of the instances that were matched.The acceptance rate on an overall analysis has been found to prevail between 86.67% and 87.5%.