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

15 February 2019

Papers citing "Street Scene: A new dataset and evaluation protocol for video anomaly detection"

35 / 35 papers shown

Title
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 38 1 0 20 Apr 2025
ComplexVAD: Detecting Interaction Anomalies in Video Furkan Mumcu Michael J. Jones Yasin Yilmaz A. Cherian 53 0 0 17 Jan 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions Zhengye Yang Richard J. Radke 47 0 0 14 Jan 2025
Do Language Models Understand Time? Xi Ding Lei Wang 184 0 0 18 Dec 2024
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search Shuyu Yang Yaxiong Wang Li Zhu Zhedong Zheng 101 2 0 26 Nov 2024
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon Utkarsh Tiwari Snehashis Majhi Michal Balazia François Brémond 33 0 0 10 Aug 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
IPAD: Industrial Process Anomaly Detection Dataset Jinfan Liu Yichao Yan Junjie Li Weiming Zhao Pengzhi Chu Xingdong Sheng Yunhui Liu Xiaokang Yang 48 0 0 23 Apr 2024
Beyond the Benchmark: Detecting Diverse Anomalies in Videos Yoav Arad Michael Werman 16 2 0 03 Oct 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 26 20 0 21 Jun 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
Interruptions detection in video conferences Samuel Horowitz Dima Kagan G. Alpert Michael Fire 33 0 0 25 Feb 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng Li Octavia Camps Yun Fu 39 5 0 13 Feb 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 43 2 0 28 Nov 2022
Normalizing Flows for Human Pose Anomaly Detection Or Hirschorn S. Avidan 3DH 22 46 0 20 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 267 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
Concept Drift Challenge in Multimedia Anomaly Detection: A Case Study with Facial Datasets Pratibha Kumari Priya Choudhary P. Atrey Mukesh Saini 17 6 0 27 Jul 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
Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems Furkan Mumcu Keval Doshi Yasin Yılmaz AAML 21 9 0 07 Apr 2022
Visual anomaly detection in video by variational autoencoder Faraz Waseem Rafael Perez Martinez Chris Wu DRL 14 6 0 08 Mar 2022
Multimedia Datasets for Anomaly Detection: A Review Pratibha Kumari Anterpreet Kaur Bedi Mukesh Saini 38 9 0 10 Dec 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
Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection Marcella Astrid M. Zaheer Seung-Ik Lee AI4TS 27 45 0 19 Oct 2021
Learning Not to Reconstruct Anomalies Marcella Astrid M. Zaheer Jae-Yeong Lee Seung-Ik Lee 15 46 0 19 Oct 2021
Weakly-supervised Joint Anomaly Detection and Classification Snehashis Majhi Srijan Das F. Brémond Ratnakar Dash Pankaj K. Sa 19 20 0 20 Aug 2021
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos Kayleigh Boekhoudt Alina Matei Maya Aghaei Estefanía Talavera 21 16 0 31 Jul 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 35 18 0 21 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
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 19 156 0 27 Aug 2020
Learning a distance function with a Siamese network to localize anomalies in videos B. Ramachandra Michael Jeffrey Jones Ranga Raju Vatsavai 14 78 0 24 Jan 2020
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 114 228 0 26 Sep 2017