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2004.02072
Cited By
Any-Shot Sequential Anomaly Detection in Surveillance Videos
5 April 2020
Keval Doshi
Y. Yilmaz
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Papers citing
"Any-Shot Sequential Anomaly Detection in Surveillance Videos"
36 / 36 papers shown
Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection
Furkan Mumcu
Michael Jeffrey Jones
A. Cherian
Yasin Yilmaz
181
1
0
16 Oct 2025
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
Computer Vision and Pattern Recognition (CVPR), 2025
Yuzhi Huang
Chenxin Li
H. Zhang
Zixu Lin
Yunlong Lin
...
Xinyu Liu
Jiechao Gao
Yue Huang
Xinghao Ding
Yixuan Yuan
346
3
0
05 Jun 2025
SurveillanceVQA-589K: A Benchmark for Comprehensive Surveillance Video-Language Understanding with Large Models
Bo Liu
Pengfei Qiao
Minhan Ma
Xuange Zhang
Yinan Tang
Peng Xu
Kun Liu
Tongtong Yuan
303
11
0
19 May 2025
ComplexVAD: Detecting Interaction Anomalies in Video
Furkan Mumcu
Michael J. Jones
Yasin Yilmaz
A. Cherian
357
5
0
17 Jan 2025
Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection
Jiaqi Zhu
Shaofeng Cai
Fang Deng
Junran Wu
Junran Wu
609
46
0
15 Apr 2024
Online Anomaly Detection over Live Social Video Streaming
IEEE International Conference on Data Engineering (ICDE), 2023
Chengkun He
Xiangmin Zhou
Chen Wang
Iqbal Gondal
Jie Shao
Xun Yi
192
1
0
01 Dec 2023
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
387
13
0
27 Nov 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors
Computer Vision and Pattern Recognition (CVPR), 2023
Nicolae-Cătălin Ristea
Florinel-Alin Croitoru
Radu Tudor Ionescu
Marius Popescu
Fahad Shahbaz Khan
M. Shah
ViT
344
69
0
21 Jun 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies
Neurocomputing (Neurocomputing), 2023
Marcella Astrid
M. Zaheer
Seung-Ik Lee
313
30
0
19 Mar 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models
ACM Computing Surveys (ACM Comput. Surv.), 2023
Zehua Wang
Dingkang Yang
Yan Wang
Jing Liu
Jun Liu
Peng Sun
Yang Liu
Liang Song
518
158
0
10 Feb 2023
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Nishant Kumar
Sinisa Segvic
Abouzar Eslami
Stefan Gumhold
335
22
0
01 Feb 2023
EVAL: Explainable Video Anomaly Localization
Computer Vision and Pattern Recognition (CVPR), 2022
Vasu Singla
Michael J. Jones
Erik Learned-Miller
336
35
0
15 Dec 2022
Cross-Domain Video Anomaly Detection without Target Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Abhishek Aich
Kuan-Chuan Peng
Amit K. Roy-Chowdhury
376
45
0
14 Dec 2022
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection
International Conference on Information Photonics (ICIP), 2022
Kevin Hyekang Joo
Khoa T. Vo
Kashu Yamazaki
Ngan Le
296
121
0
09 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation
Computer Vision and Image Understanding (CVIU), 2022
Florinel-Alin Croitoru
Nicolae-Cătălin Ristea
D. Dascalescu
Radu Tudor Ionescu
Fahad Shahbaz Khan
M. Shah
455
7
0
28 Nov 2022
Spatio-temporal predictive tasks for abnormal event detection in videos
Advanced Video and Signal Based Surveillance (AVSS), 2022
Yassine Naji
Aleksandr Setkov
Angélique Loesch
M. Gouiffès
Romaric Audigier
259
10
0
27 Oct 2022
Multi-Task Learning based Video Anomaly Detection with Attention
M. Baradaran
R. Bergevin
320
15
0
14 Oct 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Neelu Madan
Nicolae-Cătălin Ristea
Radu Tudor Ionescu
Kamal Nasrollahi
Fahad Shahbaz Khan
T. Moeslund
M. Shah
ViT
MedIm
600
111
0
25 Sep 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection
Computer Vision and Image Understanding (CVIU), 2022
Antonio Bărbălău
Radu Tudor Ionescu
Mariana-Iuliana Georgescu
J. Dueholm
B. Ramachandra
Kamal Nasrollahi
Fahad Shahbaz Khan
T. Moeslund
M. Shah
ViT
591
105
0
16 Jul 2022
Crime scene classification from skeletal trajectory analysis in surveillance settings
Engineering applications of artificial intelligence (EAAI), 2022
Alina Matei
Estefanía Talavera
Maya Aghaei
254
8
0
04 Jul 2022
Object Class Aware Video Anomaly Detection through Image Translation
Canadian Conference on Computer and Robot Vision (CRV), 2022
M. Baradaran
R. Bergevin
334
8
0
03 May 2022
Contextual Information Based Anomaly Detection for a Multi-Scene UAV Aerial Videos
S. Girisha
Ujjwal Verma
M. Pai
R. Pai
158
1
0
29 Mar 2022
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild
Computer Vision and Pattern Recognition (CVPR), 2022
Xuefeng Du
Xin Eric Wang
Gabriel Gozum
Shouqing Yang
OODD
332
117
0
08 Mar 2022
Object-centric and memory-guided normality reconstruction for video anomaly detection
International Conference on Information Photonics (ICIP), 2022
K. Bergaoui
Yassine Naji
Aleksandr Setkov
Angélique Loesch
M. Gouiffès
Romaric Audigier
340
7
0
07 Mar 2022
Unsupervised Anomaly Detection from Time-of-Flight Depth Images
Pascal Schneider
J. Rambach
B. Mirbach
D. Stricker
380
9
0
02 Mar 2022
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
607
282
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
495
154
0
16 Nov 2021
A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods
M. Baradaran
R. Bergevin
313
26
0
02 Nov 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review
IEEE Access (IEEE Access), 2021
Mikael Sabuhi
Ming Zhou
Cor-Paul Bezemer
Petr Musílek
AI4TS
MedIm
244
99
0
22 Oct 2021
Learning Not to Reconstruct Anomalies
Marcella Astrid
M. Zaheer
Jae-Yeong Lee
Seung-Ik Lee
360
60
0
19 Oct 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Keval Doshi
Yasin Yılmaz
214
18
0
21 Mar 2021
Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies
M. PourReza
Mohammadreza Salehi
Mohammad Sabokrou
490
14
0
18 Mar 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Mariana-Iuliana Georgescu
Antonio Bărbălău
Radu Tudor Ionescu
Fahad Shahbaz Khan
Marius Popescu
M. Shah
SSL
564
333
0
15 Nov 2020
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate
Pattern Recognition (Pattern Recognit.), 2020
Keval Doshi
Y. Yilmaz
672
117
0
10 Oct 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Mariana-Iuliana Georgescu
Radu Tudor Ionescu
Fahad Shahbaz Khan
Marius Popescu
M. Shah
720
217
0
27 Aug 2020
Sequential Adversarial Anomaly Detection for One-Class Event Data
INFORMS Journal on Data Science (INFORMS J. Data Sci.), 2019
Shixiang Zhu
H. Yuchi
Minghe Zhang
Yao Xie
338
13
0
21 Oct 2019
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