Laser & Optoelectronics Progress, Volume. 60, Issue 10, 1010007(2023)
Face Liveness Detection Algorithm Based on Real Face Category Adversarial Mechanism
Fig. 1. Motivation of different methods
Fig. 2. Overall architecture of the proposed model
Fig. 3. Multi-scale attention fusion module
Fig. 4. Illustration of triplet loss
Fig. 5. t-SNE visualization for the classification features obtained by baseline method and proposed method under the I&C&M to O testing task
Fig. 6. Grad-CAM visualization under the I&C&M to O testing task
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Lei Zhang, Shaoyan Gai, Feipeng Da. Face Liveness Detection Algorithm Based on Real Face Category Adversarial Mechanism[J]. Laser & Optoelectronics Progress, 2023, 60(10): 1010007
Category: Image Processing
Received: Jan. 27, 2022
Accepted: Feb. 16, 2022
Published Online: May. 10, 2023
The Author Email: Gai Shaoyan (qxxymm@163.com)