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“ 异常检测 ” 研究方向文章

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已看过的基于视频的异常检测研方向文章,继续更新中~~

Overview
Anomaly Detection : A Survey

Anomaly detection in dynamic networks: a survey

A Survey of Recent Trends in One Class Classification

A survey on unsupervised outlier detection in high‐dimensional numerical data

DEEP LEARNING FOR ANOMALY DETECTION: A SURVEY

An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos

Street Scene-A new dataset and evaluation protocol for video anomaly detection

Modeling Representation of Videos for Anomaly Detection using Deep Learning-A Review

Metrics, Techniques and Tools of Anomaly Detection-A Survey

A Survey of Video-Based Crowd Anomaly Detection in Desen Scenes

Classical Method
Isolation Forest

LOF: Identifying Density-Based Local Outliers

Extended Isolation Forest

Support Vector Method for Novelty Detection

One-Class Classification
One-Class SVMs for Document Classification

Support Vector Data Description

本文标签: 研究方向异常文章