Latest Research in Video Surveillance and Tracking Methods

17 research papers · 2026 median publication year

Top Research Topics in Video Surveillance and Tracking Methods

Highest-Cited Papers

  1. Mask Extent and Texture Content: A Controlled Digital-Compositing Study of Person Detectors
  2. Mask Extent and Texture Content: A Controlled Digital-Compositing Study of Person Detectors
  3. Unifying Semantic Priors and High-Frequency Traces: Enhancing V-JEPA with Mixture-of-Experts for Robust Synthetic Image Forensics
  4. An Explainable AI Framework for Identity Document Authentication in AML/KYC Verification
  5. ViT-ConvGDNet: a vision transformer–MobileNet guided decoder network for robust copy-move forgery detection and localization
  6. GAN-Blot: A Controllable Structure-Style Synthesis Benchmark for Western Blot Forensics
  7. IDSPACE: A Novel Document Generator for Reliable Evaluation of Digital Identity Verification Systems [Extended Technical Report]
  8. Evidence-Guided Detection, Localization and Explanation for Text-Centric Image Forensics
  9. From Detection to Localization: A Unified Forensics Framework for Fully Synthetic and Tampered Images
  10. Mind the Rift: Cross-Scale Coupling Mismatch for AI-Generated Video Detection
  11. STeREx-Net: Diffusion-Residual Evidence Fusion for Explainable Three-Class Synthetic-Media Forensics
  12. APT: Anchor-aligned Perturbations for Tamper Localization in Fully Regenerated Images
  13. SegWave: Wavelet-Driven Segmentation of Tampered Regions
  14. Diffusion-Based Multi-Class Normality for OOD Detection: An Application to CDP Authentication
  15. Robustness Analysis of Deepfake Detection under Platform-Specific Distortions: A Comparison of Spatial and Temporal Approaches
  16. Specialist-Generalist Fusion with Outcome-Supervised Rationales for Deepfake Detection
  17. Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection
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L3 Region - - 2026 Sep Q3

Video Surveillance and Tracking Methods

17 papers

Top Topics (4)

Computer Vision and Pattern Recognition11
Digital Media Forensic Detection3
Video Surveillance and Tracking Methods2
Generative Adversarial Networks and Image Synthesis1

Top Publications (17)

1.Mask Extent and Texture Content: A Controlled Digital-Compositing Study of Person Detectors2.Mask Extent and Texture Content: A Controlled Digital-Compositing Study of Person Detectors3.Unifying Semantic Priors and High-Frequency Traces: Enhancing V-JEPA with Mixture-of-Experts for Robust Synthetic Image Forensics4.An Explainable AI Framework for Identity Document Authentication in AML/KYC Verification5.ViT-ConvGDNet: a vision transformer–MobileNet guided decoder network for robust copy-move forgery detection and localization6.GAN-Blot: A Controllable Structure-Style Synthesis Benchmark for Western Blot Forensics7.IDSPACE: A Novel Document Generator for Reliable Evaluation of Digital Identity Verification Systems [Extended Technical Report]8.Evidence-Guided Detection, Localization and Explanation for Text-Centric Image Forensics9.From Detection to Localization: A Unified Forensics Framework for Fully Synthetic and Tampered Images10.Mind the Rift: Cross-Scale Coupling Mismatch for AI-Generated Video Detection11.STeREx-Net: Diffusion-Residual Evidence Fusion for Explainable Three-Class Synthetic-Media Forensics12.APT: Anchor-aligned Perturbations for Tamper Localization in Fully Regenerated Images13.SegWave: Wavelet-Driven Segmentation of Tampered Regions14.Diffusion-Based Multi-Class Normality for OOD Detection: An Application to CDP Authentication15.Robustness Analysis of Deepfake Detection under Platform-Specific Distortions: A Comparison of Spatial and Temporal Approaches16.Specialist-Generalist Fusion with Outcome-Supervised Rationales for Deepfake Detection17.Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection
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