Security and biometrics
research papers

Albumentations in Security and biometrics research

Used in 39 research papers

Biometrics, identity verification, re-identification, liveness, and visual security.

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Public examples

Most-cited research papers

Showing the top 39

  1. #1

    Deepfake detection by human crowds, machines, and machine-informed crowds

    2021
    245 citations

  2. #2

    DeepFake detection algorithm based on improved vision transformer

    2022
    119 citations

  3. #3

    The Face Deepfake Detection Challenge

    2022
    76 citations

  4. #4

    Enhanced deepfake detection with DenseNet and Cross-ViT

    2024
    60 citations

  5. #5

    Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning

    2023
    32 citations

  6. #6

    LBPNet: Exploiting texture descriptor for deepfake detection

    2022
    31 citations

  7. #7

    Multimodal Approach for DeepFake Detection

    2020
    26 citations

  8. #8

    Improving Accuracy of Face Recognition in the Era of Mask-Wearing: An Evaluation of a Pareto-Optimized FaceNet Model with Data Preprocessing Techniques

    2023
    13 citations

  9. #9

    ClueCatcher: Catching Domain-Wise Independent Clues for Deepfake Detection

    2023
    10 citations

  10. #10

    Adversarial Domain Generalization for Surveillance Face Anti-Spoofing

    2023
    9 citations

  11. #11

    Person re-identification method with Mahalanobis TRM triplet on multi-branch network

    2023
    8 citations

  12. #12

    AIM-Bone: Texture Discrepancy Generation and Localization for Generalized Deepfake Detection

    2025
    7 citations

  13. #13

    Leveraging High-Frequency Components for Deepfake Detection

    2021
    7 citations

  14. #14

    Reducing false positive rate with the help of scene change indicator in deep learning based real-time face recognition systems

    2023
    6 citations

  15. #15

    Effectiveness of Data Augmentation in Multi-class Face Recognition

    2021
    6 citations

  16. #16

    Facial recognition as a tool to identify Roman emperors: towards a new methodology

    2022
    5 citations

  17. #17

    Balanced Masked and Standard Face Recognition

    2021
    5 citations

  18. #18

    Efficient Temporally-aware DeepFake Detection using H.264 Motion Vectors

    2024
    4 citations

  19. #19

    Assessing the Performance of Efficient Face Anti-Spoofing Detection Against Physical and Digital Presentation Attacks

    2024
    3 citations

  20. #20

    Optimization of Face Recognition Systems for Implementation in Embedded Systems

    2024
    3 citations

  21. #21

    FaceMix: Transferring Local Regions for Data Augmentation in Face Recognition

    2023
    3 citations

  22. #22

    FaceReZero Transformer for Unbiased Occlusion Invariant Deep Face Recognition with Train-Time Augmentations

    2023
    3 citations

  23. #23

    Analysis of Face Data Augmentation in Various Poses for Face Recognition Model

    2022
    3 citations

  24. #24

    Degradation-based augmented training for robust individual animal re-identification

    2026
    2 citations

  25. #25

    Synthesizing multilevel abstraction ear sketches for enhanced biometric recognition

    2025
    2 citations

  26. #26

    Vehicle Re-identification System using Residual Network with Instance-Batch Normalization

    2026
    1 citations

  27. #27

    Interactive dual-branch network based on adversarial knowledge distillation for compressed deepfake detection

    2025
    1 citations

  28. #28

    Deepfake Detection Using Neural Networks

    2024
    1 citations

  29. #29

    A Deep Learning based Approach for 3D Mask Face Anti-Spoofing Enhancement

    2023
    1 citations

  30. #30

    CPNet: Covariance-Improved Prototype Network for Limited Samples Masked Face Recognition Using Few-Shot Learning

    2023
    1 citations

  31. #31

    A Comparative Study of CNN, Transformer, and Recurrent Models for Deepfake Detection on Degraded Images

    2026
    0 citations

  32. #32

    CUPID: Reconstructing UV Texture Maps for Interpretable Person-of-Interest Deepfake Detection

    2026
    0 citations

  33. #33

    Deepfake detection with dual-mode swin transformer: Multi-scale feature learning and local ambiguity mitigation

    2026
    0 citations

  34. #34

    Patch Ensembles for Robust Salmon Re-Identification with Weak Trajectory Labels

    2026
    0 citations

  35. #35

    Temporal Attention-Based Shoplifting Detection: Addressing DatasetBias in Surveillance Video Classification

    2026
    0 citations

  36. #36

    Deepfake Detection with GenConViT and DeepfakeBenchmark: A Comparative Study on the Deepspeak Dataset

    2025
    0 citations

  37. #37

    Face Recognition System using Fully Homomorphic Encryption

    2025
    0 citations

  38. #38

    Portable Face Recognition for Target Tracking using GPS Integration

    2025
    0 citations

  39. #39

    An Efficient Face Recognition System using Deep Transfer Learning

    2022
    0 citations