Abnormal behavior detection using sparse representations through sequential generalization of k-means

• Main Authors: Al-Dhamari, Ahlam, Sudirman, Rubita, Mahmood, Nasrul Humaimi
• Format: Article
• Language: English
• Published: Turkiye Klinikleri 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/94025/1/AhlamAlDhamari2021_AbnormalBehaviorDetectionUsingSparse.pdf; http://eprints.utm.my/id/eprint/94025/; http://dx.doi.org/10.3906/ELK-1904-187
• Institution: Universiti Teknologi Malaysia

The potential capability to automatically detect and classify human behavior as either normal or abnormal events is an important aspect in intelligent monitoring/surveillance systems. This study presents a new high-performance framework for detecting behavioral abnormalities in video streams by util...