Changsha University of Science and Technology Changsha 410014 ChinaHunan Provincial Key Laboratory of Intelligent Processing of Big Data on Transportation Changsha 410014 China;
Changsha University of Science and Technology Changsha 410014 China;
Iris liveness detection; batch normalization; convolutional neural network; biometric feature recognition;