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• Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things
  2023 · 41 citations
• An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction
  2024 · 30 citations
• Understanding the Challenges and Opportunities of Pose-based Anomaly Detection
  2023 · 9 citations
• Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment
  2024 · 5 citations
• Shopformer: Transformer-Based Framework for Detecting Shoplifting via Human Pose
  2025 · 2 citations
• A Survey on Video Anomaly Detection via Deep Learning: Human, Vehicle, and Environment
  2025 · 1 citations
• VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer
  2023 · 1 citations
• Towards Adaptive Human-centric Video Anomaly Detection: A Comprehensive Framework and A New Benchmark
  2024 · 1 citations
• Human-Centric Video Anomaly Detection Through Spatio-Temporal Pose Tokenization and Transformer
  2024 · 1 citations
• ALFred: An Active Learning Framework for Real-world Semi-supervised Anomaly Detection with Adaptive Thresholds
  2025
• CHAD: Charlotte Anomaly Dataset
  2022
• Real-World Community-in-the-Loop Smart Video Surveillance -- A Case Study at a Community College
  2023