# A Hybrid Approach to Improve the Video Anomaly Detection Performance of Pixel- and Frame-Based Techniques Using Machine Learning Algorithms

> Research article (Computation, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4391169684](https://www.wikidata.org/wiki/openalex:W4391169684)  
**Source**: https://4ort.xyz/entity/a-hybrid-approach-to-improve-the-video-anomaly-detection-performance-of-pixel-and-frame-based-techniques-using-machine-l