Future Frame Prediction for Anomaly Detection -- A New Baseline

28 December 2017

Papers citing "Future Frame Prediction for Anomaly Detection -- A New Baseline"

50 / 131 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 59 0 0 05 May 2025
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 36 1 0 20 Apr 2025
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM Sunghyun Ahn Youngwan Jo Kijung Lee Sein Kwon Inpyo Hong Sanghyun Park 55 0 0 06 Mar 2025
Anomaly detection in non-stationary videos using time-recursive differencing network based prediction Gargi V. Pillai Debashis Sen AI4TS 62 3 0 04 Mar 2025
Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos Gargi V. Pillai Ashish Verma Debashis Sen ViT 34 7 0 02 Mar 2025
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving Tianchen Ji Neeloy Chakraborty Andre Schreiber Katherine Rose Driggs-Campbell 134 1 0 23 Feb 2025
A Physical Coherence Benchmark for Evaluating Video Generation Models via Optical Flow-guided Frame Prediction Yongfan Chen Xiuwen Zhu Tianyu Li EGVM VGen 56 3 0 08 Feb 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 144 1 0 08 Feb 2025
ComplexVAD: Detecting Interaction Anomalies in Video Furkan Mumcu Michael J. Jones Yasin Yilmaz A. Cherian 46 0 0 17 Jan 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions Zhengye Yang Richard J. Radke 43 0 0 14 Jan 2025
Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection Andi Xu Hongsong Wang Pinle Ding Jie Gui DiffM VGen 25 0 0 23 Dec 2024
Precise Forecasting of Sky Images Using Spatial Warping Leron Julian Aswin C. Sankaranarayanan 36 7 0 18 Sep 2024
Abnormal Event Detection In Videos Using Deep Embedding Darshan Venkatrayappa 18 0 0 15 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 42 6 0 09 Sep 2024
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts Peng Wu Xuerong Zhou Guansong Pang Zhiwei Yang Qingsen Yan Peng Wang Yanning Zhang 28 9 0 12 Aug 2024
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon Utkarsh Tiwari Snehashis Majhi Michal Balazia François Brémond 23 0 0 10 Aug 2024
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis Brian K. S. Isaac-Medina Yona Falinie A. Gaus Neelanjan Bhowmik T. Breckon 23 2 0 22 Jul 2024
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection Austin Coursey Junyi Ji Marcos Quiñones-Grueiro William Barbour Yuhang Zhang Tyler Derr Gautam Biswas Daniel B. Work 16 7 0 21 Jun 2024
Open-World Human-Object Interaction Detection via Multi-modal Prompts Jie-jin Yang Bingliang Li Ailing Zeng L. Zhang Ruimao Zhang VLM 32 8 0 11 Jun 2024
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection Ruituo Wu Yang Chen Jian Xiao Bing Li Jicong Fan Frédéric Dufaux Ce Zhu Yipeng Liu 29 0 0 05 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 20 0 0 05 Jun 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
Fractals as Pre-training Datasets for Anomaly Detection and Localization C. Ugwu S. Casarin O. Lanz 32 0 0 11 May 2024
Improved AutoEncoder with LSTM module and KL divergence Wei Huang Bingyang Zhang Kaituo Zhang Hua Gao Rongchun Wan 20 1 0 30 Apr 2024
IPAD: Industrial Process Anomaly Detection Dataset Jinfan Liu Yichao Yan Junjie Li Weiming Zhao Pengzhi Chu Xingdong Sheng Yunhui Liu Xiaokang Yang 37 0 0 23 Apr 2024
uTRAND: Unsupervised Anomaly Detection in Traffic Trajectories Giacomo DÁmicantonio Egor Bondarau Peter H. N. de With AI4TS 47 0 0 19 Apr 2024
"Don't forget to put the milk back!" Dataset for Enabling Embodied Agents to Detect Anomalous Situations James F. Mullen Prasoon Goyal Robinson Piramuthu Michael Johnston Dinesh Manocha R. Ghanadan LM&Ro 26 5 0 12 Apr 2024
Open-World Semantic Segmentation Including Class Similarity Matteo Sodano Federico Magistri Lucas Nunes Jens Behley C. Stachniss VLM 42 8 0 12 Mar 2024
Diffusion-based Data Augmentation for Object Counting Problems Zhen Wang Yuelei Li Jia Wan Nuno Vasconcelos 42 4 0 25 Jan 2024
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection Yongwei Nie Hao Huang Chengjiang Long Qing Zhang Pradipta Maji Hongmin Cai 31 1 0 24 Jan 2024
A brief introduction to a framework named Multilevel Guidance-Exploration Network Guoqing Yang Zhiming Luo Jianzhe Gao Yingxin Lai Kun Yang Yifan He Shaozi Li 3DH 29 0 0 07 Dec 2023
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection Lei Fan Yiwen Ding Dongdong Fan Yong Wu M. Pagnucco Yang Song 31 5 0 20 Nov 2023
A Lightweight Video Anomaly Detection Model with Weak Supervision and Adaptive Instance Selection Yang Wang Jiaogen Zhou Jihong Guan 29 4 0 09 Oct 2023
Delving into CLIP latent space for Video Anomaly Recognition Luca Zanella Benedetta Liberatori Willi Menapace Fabio Poiesi Yiming Wang Elisa Ricci 20 22 0 04 Oct 2023
Exploiting CLIP for Zero-shot HOI Detection Requires Knowledge Distillation at Multiple Levels Bo Wan Tinne Tuytelaars VLM 24 3 0 10 Sep 2023
Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization Hanqiu Deng Zhaoxiang Zhang Jinan Bao Xingyu Li VLM 27 4 0 30 Aug 2023
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos Rongqin Liang Yuanman Li Yingxin Yi Jiantao Zhou Xia Li 9 2 0 27 Jul 2023
Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations Anil Osman Tur Nicola Dall’Asen Cigdem Beyan Elisa Ricci DiffM VGen 24 14 0 04 Jul 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu F. Khan M. Shah ViT 26 20 0 21 Jun 2023
Anomaly Detection in Satellite Videos using Diffusion Models Akash Awasthi S. Ly Jaer Nizam Samira Zare Videet Mehta Safwan Ahmed K. Shah R. Nemani S. Prasad Hien Nguyen 27 6 0 25 May 2023
Diversity-Measurable Anomaly Detection Wenrui Liu Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 29 56 0 09 Mar 2023
Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism Jiaqi Gao Xinyang Jiang Yuqing Yang Dongsheng Li Lili Qiu 14 5 0 27 Feb 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng R. Li Octavia Camps Yun Fu 26 5 0 13 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Y. Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 30 80 0 10 Feb 2023
Making Reconstruction-based Method Great Again for Video Anomaly Detection Yizhou Wang Can Qin Yue Bai Yi Xu Xu Ma Yun Fu ViT 29 18 0 28 Jan 2023
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things Armin Danesh Pazho Christopher Neff Ghazal Alinezhad Noghre B. R. Ardabili S. Yao Mohammadreza Baharani Hamed Tabkhi 11 38 0 09 Jan 2023
EVAL: Explainable Video Anomaly Localization Vasu Singla Michael J. Jones Erik Learned-Miller 18 24 0 15 Dec 2022
Video Prediction by Efficient Transformers Xi Ye Guillaume-Alexandre Bilodeau ViT 36 33 0 12 Dec 2022
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection Chen Zhang Guorong Li Yuankai Qi Shuhui Wang Laiyun Qing Qingming Huang Ming-Hsuan Yang 35 53 0 08 Dec 2022
Prototypical Residual Networks for Anomaly Detection and Localization H. Zhang Zuxuan Wu Z. Wang Zhineng Chen Yuwei Jiang UQCV AI4TS 35 62 0 05 Dec 2022