mlsanityData to 14 Oct 2026

face anti-spoofing based on color texture analysis

arXiv 1511.06316 ↗First posted 19 Nov 2015cs.CVcited by 82

Not on the map. Why?

Abstract (arXiv)

Research on face spoofing detection has mainly been focused on analyzing the luminance of the face images, hence discarding the chrominance information which can be useful for discriminating fake faces from genuine ones. In this work, we propose a new face anti-spoofing method based on color texture analysis. We analyze the joint color-texture information from the luminance and the chrominance channels using a color local binary pattern descriptor. More specifically, the feature histograms are extracted from each image band separately. Extensive experiments on two benchmark datasets, namely CASIA face anti-spoofing and Replay-Attack databases, showed excellent results compared to the state-of-the-art. Most importantly, our inter-database evaluation depicts that the proposed approach showed very promising generalization capabilities.

Key facts. Cited by 82 papers in the map (data through 14 Oct 2026). First posted on arXiv 19 Nov 2015.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2021: 22; 2022: 22; 2023: 14; 2024: 13; 2025: 9; 2026: 2.

82 papers.

Sort:

By area:

  1. 2023Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animationcited by 688
  2. 2022Thin-Plate Spline Motion Model for Image Animationcited by 210
  3. 2024Animate-X: Universal Character Image Animation with Enhanced Motion Representationcited by 88
  4. 2021Deep Learning for Face Anti-Spoofing: A Surveycited by 65
  5. 2025Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordancecited by 61
  6. 2021Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofingcited by 49
  7. 2023Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignmentcited by 48
  8. 2021Dual-Cross Central Difference Network for Face Anti-Spoofingcited by 47
  9. 2021Dual Reweighting Domain Generalization for Face Presentation Attack Detectioncited by 47
  10. 2023Instance-Aware Domain Generalization for Face Anti-Spoofingcited by 42
  11. 2021Cross Modal Focal Loss for RGBD Face Anti-Spoofingcited by 41
  12. 2021TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detectioncited by 41
38 more
  1. 2024SHIELD : An Evaluation Benchmark for Face Spoofing and Forgery Detection with Multimodal Large Language Modelscited by 40
  2. 2022Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofingcited by 38
  3. 2021Meta-Teacher For Face Anti-Spoofingcited by 33
  4. 2022Generative Domain Adaptation for Face Anti-Spoofingcited by 33
  5. 2022Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofingcited by 28
  6. 2022Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Eracited by 27
  7. 2024Gradient Alignment for Cross-Domain Face Anti-Spoofingcited by 27
  8. 2022Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cuescited by 24
  9. 2021Feature Generation and Hypothesis Verification for Reliable Face Anti-Spoofingcited by 23
  10. 2023FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofingcited by 22
  11. 2022Flexible-Modal Face Anti-Spoofing: A Benchmarkcited by 21
  12. 2021Real Masks and Spoof Faces: On the Masked Face Presentation Attack Detectioncited by 20
  13. 2021Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learningcited by 20
  14. 2024Test-Time Domain Generalization for Face Anti-Spoofingcited by 20
  15. 2023Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofingcited by 19
  16. 2021Structure Destruction and Content Combination for Face Anti-Spoofingcited by 18
  17. 2022Digital and Physical Face Attacks: Reviewing and One Step Furthercited by 17
  18. 2023Learnable Differencing Center for Nighttime Depth Perceptioncited by 14
  19. 2022One-Class Knowledge Distillation for Face Presentation Attack Detectioncited by 13
  20. 2022Fairness in Face Presentation Attack Detectioncited by 13
  21. 2021Consistency Regularization for Deep Face Anti-Spoofingcited by 10
  22. 2025Animate-X++: Universal Character Image Animation with Dynamic Backgroundscited by 10
  23. 2023Visual Prompt Flexible-Modal Face Anti-Spoofingcited by 9
  24. 2021On the Generalisation Capabilities of Fisher Vector based Face Presentation Attack Detectioncited by 8
  25. 2021Few-Shot Domain Expansion for Face Anti-Spoofingcited by 7
  26. 2021Unsupervised Compound Domain Adaptation for Face Anti-Spoofingcited by 6
  27. 2022Learning Multiple Explainable and Generalizable Cues for Face Anti-spoofingcited by 5
  28. 2022Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippetscited by 5
  29. 2024Confidence Aware Learning for Reliable Face Anti-spoofingcited by 5
  30. 2025Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofingcited by 5
  31. 2025Harnessing Chain-of-Thought Reasoning in Multimodal Large Language Models for Face Anti-Spoofingcited by 5
  32. 2021Asymmetric Modality Translation For Face Presentation Attack Detectioncited by 4
  33. 2022Face Anti-Spoofing from the Perspective of Data Samplingcited by 4
  34. 2023Fine-Grained Annotation for Face Anti-Spoofingcited by 4
  35. 2024Generalized Face Liveness Detection via De-fake Face Generatorcited by 4
  36. 2024Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Modelscited by 4
  37. 2025DADM: Dual Alignment of Domain and Modality for Face Anti-spoofingcited by 4
  38. 2021Review of Face Presentation Attack Detection Competitionscited by 3

50 most cited of 82 All 82 (JSON)