Selection Biased Positive and Unlabeled Learning Method for Anomaly Detection in Surveillance Videos

2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD) ◽

10.1109/cscwd49262.2021.9437826 ◽

2021 ◽

Author(s):

Feiyu Shang ◽

Huiyu Mu ◽

Shanshan Qi ◽

Ruizhi Sun

Keyword(s):

Anomaly Detection ◽

Learning Method ◽

Surveillance Videos ◽

Positive And Unlabeled Learning

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Improved anomaly detection in surveillance videos based on a deep learning method

2018 8th Conference of AI & Robotics and 10th RoboCup Iranopen International Symposium (IRANOPEN) ◽

10.1109/rios.2018.8406634 ◽

2018 ◽

Author(s):

Ali Khaleghi ◽

Mohammad Shahram Moin

Keyword(s):

Deep Learning ◽

Anomaly Detection ◽

Learning Method ◽

Surveillance Videos

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Large-Scale Data Learning Method for Anomaly Detection using Machine Learning for Monitoring Vibration in Vehicle Equipment

IEEJ Transactions on Industry Applications ◽

10.1541/ieejias.140.480 ◽

2020 ◽

Vol 140 (6) ◽

pp. 480-487

Author(s):

Minoru Kondo

Keyword(s):

Machine Learning ◽

Anomaly Detection ◽

Large Scale ◽

Learning Method ◽

Large Scale Data ◽

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Application of Deep Learning for Crowd Anomaly Detection from Surveillance Videos

2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence) ◽

10.1109/confluence51648.2021.9377055 ◽

2021 ◽

Author(s):

Karishma Pawar ◽

Vahida Attar

Keyword(s):

Deep Learning ◽

Anomaly Detection ◽

Surveillance Videos ◽

Crowd Anomaly Detection

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Anomaly Detection in Traffic Surveillance Videos with GAN-based Future Frame Prediction

Proceedings of the 2020 International Conference on Multimedia Retrieval ◽

10.1145/3372278.3390701 ◽

2020 ◽

Author(s):

Khac-Tuan Nguyen ◽

Dat-Thanh Dinh ◽

Minh N. Do ◽

Minh-Triet Tran

Keyword(s):

Anomaly Detection ◽

Traffic Surveillance ◽

Surveillance Videos

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A new dictionary-based positive and unlabeled learning method

Applied Intelligence ◽

10.1007/s10489-021-02344-z ◽

2021 ◽

Author(s):

Bo Liu ◽

Zhijing Liu ◽

Yanshan Xiao

Keyword(s):

Learning Method ◽

Positive And Unlabeled Learning

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An Incremental-Learning Method for Supervised Anomaly Detection by Cascading Service Classifier and ITI Decision Tree Methods

Intelligence and Security Informatics - Lecture Notes in Computer Science ◽

10.1007/978-3-642-01393-5_17 ◽

2009 ◽

pp. 155-160 ◽

Author(s):

Wei-Yi Yu ◽

Hahn-Ming Lee

Keyword(s):

Decision Tree ◽

Anomaly Detection ◽

Incremental Learning ◽

Learning Method ◽

Tree Methods ◽

Incremental Learning Method ◽

Decision Tree Methods

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Boosting Positive and Unlabeled Learning for Anomaly Detection With Multi-Features

IEEE Transactions on Multimedia ◽

10.1109/tmm.2018.2871421 ◽

2019 ◽

Vol 21 (5) ◽

pp. 1332-1344 ◽

Author(s):

Jiaqi Zhang ◽

Zhenzhen Wang ◽

Jingjing Meng ◽

Yap-Peng Tan ◽

Junsong Yuan

Keyword(s):

Anomaly Detection ◽

Positive And Unlabeled Learning

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Integrated Learning Method for Anomaly Detection Combining KLSH and Isolation Principles

2020 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec48606.2020.9185626 ◽

2020 ◽

Author(s):

Hongchun Qu ◽

Zonglan Li ◽

Jingjing Wu

Keyword(s):

Anomaly Detection ◽

Learning Method ◽

Integrated Learning

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Static Summarization Using Pearson’s Coefficient and Transfer Learning for Anomaly Detection for Surveillance Videos

Information Management and Big Data - Communications in Computer and Information Science ◽

10.1007/978-3-030-76228-5_20 ◽

2021 ◽

pp. 279-290

Author(s):

Steve Willian Chancolla-Neira ◽

César Ernesto Salinas-Lozano ◽

Willy Ugarte

Keyword(s):

Anomaly Detection ◽

Transfer Learning ◽

Surveillance Videos

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Human Anomaly Detection in Surveillance Videos: A Review

Information and Communication Technology for Competitive Strategies (ICTCS 2020) - Lecture Notes in Networks and Systems ◽

10.1007/978-981-16-0739-4_75 ◽

2021 ◽

pp. 791-802

Author(s):

K. Chidananda ◽

A. P. Siva Kumar

Keyword(s):

Anomaly Detection ◽

Surveillance Videos

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