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2025	MixCFormer: A CNN–Transformer Hybrid with Mixup Augmentation for Enhanced Finger Vein Attack Detection Electronics Zhaodi Wang, Shuqiang Yang, Huafeng Qin, Yike Liu, Junqiang Wang
2025	Deep Learning-Based Fingerprint–Vein Biometric Fusion: A Systematic Review with Empirical Evaluation Applied Sciences Sarah Almuwayziri, Abeer Al-Nafjan, Hessah Aljumah, Mashael Aldayel
2025	Artificial neural networks for finger vein recognition: A survey Engineering Applications of Artificial Intelligence Yimin Yin, Renye Zhang, Pengfei Liu, Wanxia Deng, Dayu Hu, Siliang He, Chen Li, Jinghua Zhang
2025	Multiple extended object tracking of X-band radar based on improved Siamese networks Signal, Image and Video Processing Jinlong Yang, Ao Liu, Yong Cheng, Xiaojia Wu
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