Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds

23 June 2017

Papers citing "Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds"

50 / 62 papers shown

Title
Privacy-Preserving Video Anomaly Detection: A Survey Jing Liu Yang Liu Xiaoguang Zhu 99 2 0 21 Nov 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 53 6 0 09 Sep 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 42 46 0 23 Mar 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Yang Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 41 82 0 10 Feb 2023
CHAD: Charlotte Anomaly Dataset Armin Danesh Pazho Ghazal Alinezhad Noghre B. R. Ardabili Christopher Neff Hamed Tabkhi 36 13 0 19 Dec 2022
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network T. K. Vijay Yash Raghuwanshi D. P. Dogra Heeseung Choi Ig-Jae Kim 16 18 0 02 Nov 2022
Augment to Detect Anomalies with Continuous Labelling Vahid Reza Khazaie A. Wong Y. Mohsenzadeh 25 1 0 03 Jul 2022
Anomaly Detection with Adversarially Learned Perturbations of Latent Space Vahid Reza Khazaie A. Wong John Taylor Jewell Y. Mohsenzadeh AAML 42 3 0 03 Jul 2022
Anomaly detection using prediction error with Spatio-Temporal Convolutional LSTM Hanh T. M. Tran David C. Hogg AI4TS 16 1 0 18 May 2022
Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems Furkan Mumcu Keval Doshi Yasin Yılmaz AAML 24 9 0 07 Apr 2022
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies M. Zaheer Jin-ha Lee Arif Mahmood Marcella Astrid Seung-Ik Lee AAML 17 16 0 25 Mar 2022
Transfer learning for cross-modal demand prediction of bike-share and public transit Mingzhuang Hua Francisco Camara Pereira Yu Jiang Xuewu Chen AI4TS 29 2 0 17 Mar 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review Abolfazl Razi Xiwen Chen Huayu Li Hao Wang Brendan J. Russo Yan Chen Hongbin Yu 33 40 0 07 Mar 2022
Constrained unsupervised anomaly segmentation Julio Silva-Rodríguez Valery Naranjo Jose Dolz 20 23 0 03 Mar 2022
RandomSEMO: Normality Learning Of Moving Objects For Video Anomaly Detection Chaewon Park Minhyeok Lee Myeongah Cho Sangyoun Lee 24 0 0 13 Feb 2022
Discrete neural representations for explainable anomaly detection Stanislaw Szymanowicz James Charles R. Cipolla AAML AI4TS FAtt 27 20 0 10 Dec 2021
Reconstruction Student with Attention for Student-Teacher Pyramid Matching Shinji Yamada Kazuhiro Hotta 27 35 0 30 Nov 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review Mikael Sabuhi Ming Zhou Cor-Paul Bezemer Petr Musílek AI4TS MedIm 31 34 0 22 Oct 2021
Looking at the whole picture: constrained unsupervised anomaly segmentation Julio Silva-Rodríguez Valery Naranjo Jose Dolz 29 5 0 01 Sep 2021
Generalized One-Class Learning Using Pairs of Complementary Classifiers A. Cherian Jue Wang VLM 16 1 0 24 Jun 2021
X-MAN: Explaining multiple sources of anomalies in video Stanislaw Szymanowicz James Charles R. Cipolla AAML AI4TS 22 18 0 16 Jun 2021
FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation Chaewon Park Myeongah Cho Minhyeok Lee Sangyoun Lee 26 30 0 16 Jun 2021
MemStream: Memory-Based Streaming Anomaly Detection Siddharth Bhatia Arjit Jain Shivin Srivastava Kenji Kawaguchi Bryan Hooi AI4TS 27 15 0 07 Jun 2021
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection John Taylor Jewell Vahid Reza Khazaie Y. Mohsenzadeh 19 27 0 27 Mar 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 35 18 0 21 Mar 2021
Meta-learning One-class Classifiers with Eigenvalue Solvers for Supervised Anomaly Detection Tomoharu Iwata Atsutoshi Kumagai 20 2 0 01 Mar 2021
G2D: Generate to Detect Anomaly M. PourReza Bahram Mohammadi Mostafa Khaki Samir Bouindour H. Snoussi Mohammad Sabokrou 16 60 0 20 Jun 2020
Plug-and-Play Anomaly Detection with Expectation Maximization Filtering Muhammad Umar Karim Khan Mishal Fatima C. Kyung 9 0 0 16 Jun 2020
Anomalous Motion Detection on Highway Using Deep Learning Harpreet Singh Emily M. Hand Kostas Alexis 22 10 0 15 Jun 2020
Master-Auxiliary: an efficient aggregation strategy for video anomaly detection Zhiguo Wang Yujin Zhang Guijin Wang 26 4 0 24 May 2020
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm M. Zaheer Jin-ha Lee Marcella Astrid Seung-Ik Lee AAML 27 221 0 16 Apr 2020
Continual Learning for Anomaly Detection in Surveillance Videos Keval Doshi Y. Yilmaz 27 108 0 15 Apr 2020
Towards Anomaly Detection in Dashcam Videos S. Haresh Sateesh Kumar M. Zia Quoc-Huy Tran 27 30 0 11 Apr 2020
Any-Shot Sequential Anomaly Detection in Surveillance Videos Keval Doshi Y. Yilmaz 21 73 0 05 Apr 2020
MIM-Based GAN: Information Metric to Amplify Small Probability Events Importance in Generative Adversarial Networks R. She Pingyi Fan GAN 15 0 0 25 Mar 2020
AMIL: Adversarial Multi Instance Learning for Human Pose Estimation Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Jie Yang GAN 23 6 0 18 Mar 2020
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models Giulia Slavic Damian Campo Mohamad Baydoun P. Marín David Martín L. Marcenaro C. Regazzoni DRL 27 13 0 17 Mar 2020
Graph Embedded Pose Clustering for Anomaly Detection Amir Markovitz Gilad Sharir Itamar Friedman Lihi Zelnik-Manor S. Avidan 3DH 27 167 0 26 Dec 2019
EvAn: Neuromorphic Event-based Anomaly Detection Lakshmi Annamalai Anirban Chakraborty Chetan Singh Thakur 27 3 0 21 Nov 2019
Attention Guided Anomaly Localization in Images Shashanka Venkataramanan Kuan-Chuan Peng Rajat Vikram Singh Abhijit Mahalanobis 30 22 0 19 Nov 2019
A Promotion Method for Generation Error Based Video Anomaly Detection Zhiguo Wang Zhongliang Yang Yujin Zhang 27 16 0 19 Nov 2019
Combinational Class Activation Maps for Weakly Supervised Object Localization Seunghan Yang Yoonhyung Kim Youngeun Kim Changick Kim WSOL 14 77 0 12 Oct 2019
Self-Supervised Representation Learning via Neighborhood-Relational Encoding Mohammad Sabokrou Mohammad Khalooei Ehsan Adeli SSL 14 35 0 27 Aug 2019
Hybrid Deep Network for Anomaly Detection Trong-Nguyen Nguyen J. Meunier 16 28 0 17 Aug 2019
What goes around comes around: Cycle-Consistency-based Short-Term Motion Prediction for Anomaly Detection using Generative Adversarial Networks T. Golda Nils Murzyn Chengchao Qu K. Kroschel 15 3 0 08 Aug 2019
Generative Adversarial Networks for Distributed Intrusion Detection in the Internet of Things A. Ferdowsi Walid Saad 15 85 0 03 Jun 2019
Generative Models for Novelty Detection: Applications in abnormal event and situational change detection from data series Mahdyar Ravanbakhsh 19 1 0 09 Apr 2019
Fence GAN: Towards Better Anomaly Detection Cuong Phuc Ngo Amadeus Aristo Winarto C. Kou Sojeong Park Farhan Akram H. Lee 23 93 0 02 Apr 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 41 1,479 0 10 Jan 2019