Browsing The Second International Conference on Computer Science's Complex Systems and their Applications (Oum El Bouaghi, Algeria, May 25-26, 2021) by Author "Bensid, Khled"
(University of Oum El Bouaghi, 2021-05-25) Hamidi, Amira; Khemgani, Salma; Bensid, Khled
Transfer learning is an example of Convolutional Neural Network (CNN) method. It based to reusing a pretrained model knowledge for another task. which used for image classification, feature extraction, and clustering problems. In this paper, we used two types of the pre-trained models VGG–16 and VGG-19 with deep convolutional neural network to extract the features of Finger-Knuckle-Print FKP images in order to develop an efficient multimodal identification system. The results obtained in this work show an excellent performance for unimodal and multimodal identification systems.