Intelligent video surveillance: a review through deep learning techniques for crowd analysis

G Sreenu, S Durai - Journal of Big Data, 2019 - Springer
… The table below includes most recently published surveillance video analysis papers
under deep learning field. Table 4 lists the details of published papers in the area. …

A deep learning based technique for anomaly detection in surveillance videos

P Singh, V Pankajakshan - 2018 Twenty Fourth National …, 2018 - ieeexplore.ieee.org
… of anomaly detection in surveillance videos is addressed, … an approach that utilizes a Deep
Neural Network (DNN) to model … are then compared with testing video for similarity, and the …

Deep learning approach for suspicious activity detection from surveillance video

CV Amrutha, C Jyotsna… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
… the concept of deep learning is used. The combination of computer vision and video
surveillance will ensure public safety and security. Computer vision methods involves the following …

Detecting non-hardhat-use by a deep learning method from far-field surveillance videos

Q Fang, H Li, X Luo, L Ding, H Luo, TM Rose… - Automation in …, 2018 - Elsevier
… of surveillance videos on construction sites and this study offers a new and robust deep
learning method in … by the requirement for a standing and camera-facing posture, which is not …

Deep learning-based methods for anomaly detection in video surveillance: a review

A Berroukham, K Housni, M Lahraichi… - Bulletin of Electrical …, 2023 - beei.org
… This paper reviews deep learning-based methods for video anomaly detection, which cover
a variety of approaches, techniques, datasets, and evaluation metrics. A thorough overview …

Face recognition in real-world surveillance videos with deep learning method

Y Wang, T Bao, C Ding, M Zhu - 2017 2nd international …, 2017 - ieeexplore.ieee.org
… tested the model on our real-world surveillance video dataset, the accuracy dropped to 83.6%,
… propose a method for face recognition in real-world surveillance videos by deep learning. …

A deep learning approach to building an intelligent video surveillance system

J Xu - Multimedia Tools and Applications, 2021 - Springer
… paper, a deep learning approach to automatically process images captured by surveillance
cameras is … We have chosen to use deep-learning methods for both object detection and face …

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

A Khaleghi, MS Moin - 2018 8th Conference of AI & Robotics …, 2018 - ieeexplore.ieee.org
… a new method based on deep learning techniques for anomaly detection in video surveillance
… This paper introduces an anomaly detection method based on deep learning techniques. …

Real-time crowd behavior recognition in surveillance videos based on deep learning methods

F Rezaei, M Yazdi - Journal of Real-Time Image Processing, 2021 - Springer
… has persuaded researchers to employ various deep architectures to … deep learning technique
to recognize different crowd behaviors happening in the scene captured by a video camera

Violence detection in surveillance videos using deep learning

MM Moaaz, EH Mohamed - النشرة المعلوماتية في الحاسبات …, 2020‎ - fcihib.journals.ekb.eg
… published in surveillance anomaly detection, because of the unavailability of the datasets;
the limitation of the computational power, and the disability of the deep learning techniques. …