Anomaly Detection in Aerial Videos with Transformers

25 September 2022

Xiao Xiang Zhu

Papers citing "Anomaly Detection in Aerial Videos with Transformers"

21 / 21 papers shown

Title
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 69 193 0 17 Nov 2021
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals Yu-xin Zhang Yiqiang Chen Jindong Wang Zhiwen Pan AI4TS 38 192 0 27 Jul 2021
Context-Dependent Anomaly Detection for Low Altitude Traffic Surveillance Ilker Bozcan Erdal Kayacan 48 23 0 14 Apr 2021
Multiresolution Knowledge Distillation for Anomaly Detection Mohammadreza Salehi Niousha Sadjadi Soroosh Baselizadeh M. Rohban Hamid R. Rabiee 113 440 0 22 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 593 40,961 0 22 Oct 2020
Learning Memory-guided Normality for Anomaly Detection Hyunjong Park Jongyoun Noh Bumsub Ham 56 636 0 30 Mar 2020
Optimal Image Smoothing and Its Applications in Anomaly Detection in Remote Sensing M. Kiani 21 7 0 17 Mar 2020
AU-AIR: A Multi-modal Unmanned Aerial Vehicle Dataset for Low Altitude Traffic Surveillance Ilker Bozcan Erdal Kayacan 88 141 0 31 Jan 2020
ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos Lichao Mou Yuansheng Hua P. Jin Xiaoxiang Zhu AI4TS 85 45 0 30 Jan 2020
Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection Dong Gong Lingqiao Liu Vuong Le Budhaditya Saha M. Mansour Svetha Venkatesh Anton Van Den Hengel UQCV 47 1,262 0 04 Apr 2019
adVAE: A self-adversarial variational autoencoder with Gaussian anomaly prior knowledge for anomaly detection Xuhong Wang Ying Du Shijie Lin Ping Cui Yuntian Shen Yupu Yang DRL ViT UQCV 47 100 0 03 Mar 2019
Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection S. Akçay Amir Atapour-Abarghouei T. Breckon UQCV 87 378 0 25 Jan 2019
Deep Anomaly Detection Using Geometric Transformations I. Golan Ran El-Yaniv 89 607 0 28 May 2018
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 73 1,390 0 17 May 2018
Adversarially Learned One-Class Classifier for Novelty Detection Mohammad Sabokrou Mohammad Khalooei M. Fathy Ehsan Adeli AAML 147 693 0 25 Feb 2018
Abnormal Event Detection in Videos using Generative Adversarial Nets Mahdyar Ravanbakhsh Moin Nabi E. Sangineto L. Marcenaro C. Regazzoni N. Sebe GAN 103 438 0 31 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 670 131,414 0 12 Jun 2017
Abnormal Event Detection in Videos using Spatiotemporal Autoencoder Yong Shean Chong Yong Haur Tay 63 541 0 06 Jan 2017
Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks J. Medel Andreas E. Savakis DRL AI4TS 54 240 0 01 Dec 2016
Deep Structured Energy Based Models for Anomaly Detection Shuangfei Zhai Yu Cheng Weining Lu Zhongfei Zhang 69 427 0 25 May 2016
Learning Temporal Regularity in Video Sequences Mahmudul Hasan Jonghyun Choi J. Neumann Amit K. Roy-Chowdhury L. Davis 163 1,105 0 15 Apr 2016