异常检测的一些论文

异常检测

1. Fully Convolutional Neural Network for Fast Anomaly Detection in Crowded Scenes
   arxiv: http://arxiv.org/abs/1609.00866

2. Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks
   intro: Rochester Institute of Technology
   arxiv: https://arxiv.org/abs/1612.00390

3. Abnormal Event Detection in Videos using Spatiotemporal Autoencoder
   arxiv: https://arxiv.org/abs/1701.01546
   github: https://github.com/yshean/abnormal-spatiotemporal-ae

4. Abnormal Event Detection in Videos using Generative Adversarial Nets
   intro: Best Paper / Student Paper Award Finalist, IEEE International Conference on Image Processing (ICIP), 2017
   arxiv: https://arxiv.org/abs/1708.09644

5. Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge
   intro: ICCV 2017
   arxiv: https://arxiv.org/abs/1709.09121

6. An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos
   intro: Uncanny Vision Solutions
   arxiv: https://arxiv.org/abs/1801.03149

7. STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection
   intro: ICASSP 2018
   arxiv: https://arxiv.org/abs/1804.08381

8. Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder
   https://arxiv.org/abs/1805.11223

最后

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