Detecting abnormal events in video using Narrowed Normality Clusters

12 January 2018

Papers citing "Detecting abnormal events in video using Narrowed Normality Clusters"

40 / 40 papers shown

Title
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model Zongcan Ding Han Zhang Peng Wu Guansong Pang Zhiwei Yang Peng Wang Yuyao Zhang 44 0 0 14 Apr 2025
CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection Jihun Yi Sungroh Yoon 29 1 0 06 Aug 2024
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies Marcella Astrid Muhammad Zaigham Zaheer Djamila Aouada Seung-Ik Lee AAML 43 1 0 09 May 2024
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach Ayush K. Rai Tarun Krishna Feiyan Hu Alexandru Drimbarean Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 50 1 0 27 Nov 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu Fahad Shahbaz Khan M. Shah ViT 31 20 0 21 Jun 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 42 46 0 23 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies Marcella Astrid M. Zaheer Seung-Ik Lee 26 17 0 19 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
EVAL: Explainable Video Anomaly Localization Vasu Singla Michael J. Jones Erik Learned-Miller 18 24 0 15 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation Florinel-Alin Croitoru Nicolae-Cătălin Ristea D. Dascalescu Radu Tudor Ionescu Fahad Shahbaz Khan M. Shah 48 2 0 28 Nov 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
Spatio-temporal predictive tasks for abnormal event detection in videos Yassine Naji Aleksandr Setkov Angélique Loesch M. Gouiffès Romaric Audigier 21 5 0 27 Oct 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection Neelu Madan Nicolae-Cătălin Ristea Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT MedIm 270 62 0 25 Sep 2022
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection Congqi Cao Yue Lu Yanning Zhang 62 21 0 07 Sep 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT 30 70 0 16 Jul 2022
Contextual Information Based Anomaly Detection for a Multi-Scene UAV Aerial Videos S. Girisha Ujjwal Verma M. Pai R. Pai 13 0 0 29 Mar 2022
Object-centric and memory-guided normality reconstruction for video anomaly detection K. Bergaoui Yassine Naji Aleksandr Setkov Angélique Loesch M. Gouiffès Romaric Audigier 20 6 0 07 Mar 2022
Discrete neural representations for explainable anomaly detection Stanislaw Szymanowicz James Charles R. Cipolla AAML AI4TS FAtt 27 20 0 10 Dec 2021
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection Nicolae-Cătălin Ristea Neelu Madan Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah 27 191 0 17 Nov 2021
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection Andra Acsintoae Andrei Florescu Mariana-Iuliana Georgescu Tudor Mare Paul Sumedrea Radu Tudor Ionescu Fahad Shahbaz Khan M. Shah AI4TS 33 86 0 16 Nov 2021
Learnable Locality-Sensitive Hashing for Video Anomaly Detection Yue Lu Congqi Cao Yanning Zhang 39 23 0 15 Nov 2021
Learning Not to Reconstruct Anomalies Marcella Astrid M. Zaheer Jae-Yeong Lee Seung-Ik Lee 15 46 0 19 Oct 2021
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping Dongha Lee Sehun Yu Hyunjun Ju Hwanjo Yu 19 13 0 15 Aug 2021
Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests Siqi Wang Guang Yu Zhiping Cai Xinwang Liu En Zhu Jianping Yin 38 4 0 05 Aug 2021
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement Guang Yu Siqi Wang Zhiping Cai Xinwang Liu Chuanfu Xu Cheng-Feng Wu 35 32 0 04 Aug 2021
X-MAN: Explaining multiple sources of anomalies in video Stanislaw Szymanowicz James Charles R. Cipolla AAML AI4TS 24 18 0 16 Jun 2021
Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies M. PourReza Mohammadreza Salehi Mohammad Sabokrou 29 13 0 18 Mar 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning Mariana-Iuliana Georgescu Antonio Bărbălău Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah SSL 36 255 0 15 Nov 2020
Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction Xinyu Wang Zhengping Che Bo Jiang Ning Xiao Ke Yang Jian-Bo Tang Jieping Ye Jingyu Wang Q. Qi 25 136 0 05 Nov 2020
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features Myeongah Cho Taeoh Kim Woojin Kim Suhwan Cho Sangyoun Lee 22 90 0 15 Oct 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Mariana-Iuliana Georgescu Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah 28 156 0 27 Aug 2020
Master-Auxiliary: an efficient aggregation strategy for video anomaly detection Zhiguo Wang Yujin Zhang Guijin Wang 26 4 0 24 May 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 28 174 0 13 Apr 2020
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection Guansong Pang Cheng Yan Chunhua Shen Anton Van Den Hengel Xiao Bai 16 209 0 15 Mar 2020
Learning a distance function with a Siamese network to localize anomalies in videos B. Ramachandra Michael Jeffrey Jones Ranga Raju Vatsavai 19 78 0 24 Jan 2020
A Promotion Method for Generation Error Based Video Anomaly Detection Zhiguo Wang Zhongliang Yang Yujin Zhang 29 16 0 19 Nov 2019
Street Scene: A new dataset and evaluation protocol for video anomaly detection B. Ramachandra Michael J. Jones 33 146 0 15 Feb 2019
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video Radu Tudor Ionescu Fahad Shahbaz Khan Mariana-Iuliana Georgescu Ling Shao 30 323 0 11 Dec 2018
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 114 228 0 26 Sep 2017
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 189 2,946 0 15 Dec 2014