4.4 Article

Representation constraint-based dual-channel network for face antispoofing

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Deep Learning for Face Anti-Spoofing: A Survey

Zitong Yu et al.

Summary: This paper presents the first comprehensive review of recent advances in deep learning based face anti-spoofing (FAS), including pixel-wise supervision, domain generalization, and multi-modal sensors. It aims to stimulate future research in the field.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2023)

Proceedings Paper Computer Science, Artificial Intelligence

Face Anti-Spoofing Using Spatial Pyramid Pooling

Lei Shi et al.

Summary: In this paper, a face anti-spoofing approach using spatial pyramid pooling (SPP) is proposed. By enhancing local features and fusing multi-scale information in a single model, the method achieves state-of-the-art performance on three databases.

2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) (2021)

Article Computer Science, Artificial Intelligence

Enhancing deep discriminative feature maps via perturbation for face presentation attack detection

Yasar Abbas Ur Rehman et al.

IMAGE AND VISION COMPUTING (2020)

Article Computer Science, Artificial Intelligence

Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing

Xiaoguang Tu et al.

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (2020)