College of Information Science & Technology;
Donghua University;
Shanghai 201620;
China;
Faculty of Engineering and Technology;
University of Gezira;
Wad Madni 22211;
Sudan;
gait recognition; thermal infrared(TIR)image; silhouette; feature extraction; convolutional neural network(CNN);