Anomaly Prediction over Human Crowded Scenes via Associate-Based Data Mining and K-Ary Tree Hashing

• Published in: International journal of intelligent systems Vol. 2023; no. 1
• Main Authors: Yasin, Affan, Tahir, Sheikh Badar ud din, Frnda, Jaroslav, Fatima, Rubia, Ali Khan, Javed, Anwar, Muhammad Shahid
• Format: Journal Article
• Language: English
• Published: New York Hindawi 2023; John Wiley & Sons, Inc
• Subjects: Algorithms; Anomalies; Classification; Clustering; Conversion; Data acquisition; Data mining; Datasets; Dictionaries; Feature extraction; Human performance; Identification; Image processing; Image segmentation; Intelligent systems; Machine learning; Noise reduction; Optimization; Optimization techniques; Researchers; Smoothing; Surveillance; Surveillance systems

Anomaly detection and behavioral recognition are key research areas widely used to improve human safety. However, in recent times, with the extensive use of surveillance systems and the substantial increase in the volume of recorded scenes, the conventional analysis of categorizing anomalous events...