Abnormal Event Detection in Videos Using Spatiotemporal Autoencoder

• Published in: Advances in Neural Networks - ISNN 2017 Vol. 10262; pp. 189 - 196
• Main Authors: Chong, Yong Shean, Tay, Yong Haur
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 2017; Springer International Publishing
• Series: Lecture Notes in Computer Science
• Subjects: Anomaly detection; Autoencoder; Feature learning; Regularity

We present an efficient method for detecting anomalies in videos. Recent applications of convolutional neural networks have shown promises of convolutional layers for object detection and recognition, especially in images. However, convolutional neural networks are supervised and require labels as l...