Search Results - "Inter-fused autoencoder"

Abnormal Crowd Behaviour Detection in Surveillance Videos Using Spatiotemporal Inter-Fused Autoencoder

Source: International Journal of Intelligent Engineering and Systems. 16:470-481

Unsupervised anomalous event detection in videos using spatio-temporal inter-fused autoencoder

Authors: Nazia Aslam Maheshkumar H Kolekar

Source: Multimedia Tools and Applications. 81:42457-42482

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Abnormal Crowd Behaviour Detection in Surveillance Videos Using Spatiotemporal Inter-Fused Autoencoder.

Authors: Sampath, Dhivya Karunya Kumar, Krishna

Source: International Journal of Intelligent Engineering & Systems; 2023, Vol. 16 Issue 6, p470-481, 12p

Subject Terms: VIDEO surveillance, CONVOLUTIONAL neural networks, PEDESTRIAN areas

Unsupervised anomalous event detection in videos using spatio-temporal inter-fused autoencoder.

Authors: Aslam, Nazia Kolekar, Maheshkumar H

Source: Multimedia Tools & Applications; Dec2022, Vol. 81 Issue 29, p42457-42482, 26p

Subject Terms: ARTIFICIAL neural networks, CONVOLUTIONAL neural networks, VIDEO coding, VIDEO codecs, FEATURE extraction, VIDEOS, VIDEO surveillance, DEEP learning

Violence and panic abnormal behaviour recognition in crowded environment using spatio-temporal aggregator based machine learning model.

Authors: Valarmathi, V. Sudha, S.

Source: Signal, Image & Video Processing; Dec2025, Vol. 19 Issue 15, p1-12, 12p

A swin transformer-based hybrid reconstruction discriminative network for image anomaly detection.

Authors: Jin, Jin Xu, Yuanping He, Hui et al.

Source: Scientific Reports; 9/30/2025, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: TRANSFORMER models, OUTLIER detection, CONVOLUTIONAL neural networks, INDUSTRIAL applications, MACHINE learning, IMAGE reconstruction

Detection algorithm of container surface leakage based on improved YOLOv5s.

Authors: Zhu, Wei Zhu, Hongmei Li, Cheng et al.

Source: Multimedia Tools & Applications; May2025, Vol. 84 Issue 16, p17117-17138, 22p

Subject Terms: DETECTION algorithms, SOAP, PYRAMIDS, LEAKAGE, ALGORITHMS

Multimodal anomaly detection in complex environments using video and audio fusion.

Authors: Wang, Yuanyuan Zhao, Yijie Huo, Yanhua et al.

Source: Scientific Reports; 5/10/2025, Vol. 15 Issue 1, p1-22, 22p

Subject Terms: ARTIFICIAL intelligence, ANOMALY detection (Computer security), FEATURE extraction, IMAGE processing, VIDEO processing, DEEP learning

Enhancing Surveillance Video Abnormal Behavior Detection Using Deep Convolutional Generative Adversarial Network With GRU Model.

Authors: Kasegn, Setegn Asnakew Mwangi, Ronald Waweru Kimwele, Michael et al.

Source: Engineering Reports; May2025, Vol. 7 Issue 5, p1-21, 21p

Subject Terms: GENERATIVE adversarial networks, VIDEO surveillance, FEATURE extraction, VIDEOS

X2_PDDVnet: An Explainable AI Based Dual Path Dense Dilated Vision Transformer Network Based Anomaly Detection.

Authors: K., Shameem Akthar Priya, K. Lakshmi

Source: Journal Européen des Systèmes Automatisés; Apr2025, Vol. 58 Issue 4, p669-687, 19p

Subject Terms: CONVOLUTIONAL neural networks, ARTIFICIAL intelligence, TRANSFORMER models, ANOMALY detection (Computer security), PUBLIC safety, INTRUSION detection systems (Computer security), VIDEO surveillance

YOLO v7 - Distance Intersection of Union for Detecting Objects and Anomalies in Video Surveillance.

Authors: Kalla, Kiran Gogulamanda, Jaya Suma

Source: International Journal of Intelligent Engineering & Systems; 2025, Vol. 18 Issue 1, p335-344, 10p

Subject Terms: CONVOLUTIONAL neural networks, FEATURE extraction, VIDEO surveillance, CRIME prevention, PUBLIC safety

Analyzing Crowd Behavior in Highly Dense Crowd Videos Using 3D ConvNet and Multi-SVM.

Authors: Elmezain, Mahmoud Maklad, Ahmed S. Alwateer, Majed et al.

Source: Electronics (2079-9292); Dec2024, Vol. 13 Issue 24, p4925, 20p

Subject Terms: COLLECTIVE behavior, CONVOLUTIONAL neural networks, BEHAVIORAL assessment, CROWDS

MACHINE LEARNING-BASED HUMAN RESOURCE MANAGEMENT INFORMATION RETRIEVAL AND CLASSIFICATION ALGORITHM.

Authors: WEN LI XIUKAO ZHOU

Source: Scalable Computing: Practice & Experience; Nov2024, Vol. 25 Issue 6, p5431-5440, 10p

Subject Terms: MACHINE learning, PERSONNEL management, CLASSIFICATION algorithms, INDUSTRIAL relations, INFORMATION resources

A2SN: attention based two stream network for sports video classification.

Authors: Ray, Abhisek Aslam, Nazia Kolekar, Maheshkumar H

Source: Multimedia Tools & Applications; Aug2024, Vol. 83 Issue 28, p72131-72151, 21p

Subject Terms: ARTIFICIAL neural networks, SPORTS films, DIGITAL technology, CLASSIFICATION, LEARNING modules

A PREDICTIVE ANOMALY ALGORITHMS ON SPATIO-TEMPORAL TRAFFIC FLOW-ENABLED INTERNET OF THINGS.

Authors: Joy, Agboi Abel, Edje E. Edith, Omede U. et al.

Source: Science World Journal; 2024, Vol. 19 Issue 3, p778-789, 12p

Subject Terms: COMPUTER network traffic, CONVOLUTIONAL neural networks, INTERNET traffic, INTERNET speed, STANDARD deviations

Deep Learning for Abnormal Human Behavior Detection in Surveillance Videos—A Survey.

Authors: Wastupranata, Leonard Matheus Kong, Seong G. Wang, Lipo

Source: Electronics (2079-9292); Jul2024, Vol. 13 Issue 13, p2579, 35p

Subject Terms: VIDEO surveillance, HUMAN behavior, DEEP learning, LEARNING, STREAMING video & television, PUBLIC safety

Cross-domain person re-identification with normalized and enhanced feature.

Authors: Jia, Zhaoqian Wang, Wenchao Li, Ye et al.

Source: Multimedia Tools & Applications; May2024, Vol. 83 Issue 18, p56077-56101, 25p

Subject Terms: PROBLEM solving, PEDESTRIANS, GENERALIZATION

Fake-checker: A fusion of texture features and deep learning for deepfakes detection.

Authors: Huda, Noor ul Javed, Ali Maswadi, Kholoud et al.

Source: Multimedia Tools & Applications; May2024, Vol. 83 Issue 16, p49013-49037, 25p

Subject Terms: DEEPFAKES, MACHINE learning, GENERATIVE adversarial networks, DEEP learning, SOCIAL media, PRINCIPAL components analysis, CONVOLUTIONAL neural networks

An intelligent adaptive learning framework for fake video detection using spatiotemporal features.

Authors: Koteswaramma, Allada Rao, M. Babu Suma, G. Jaya

Source: Signal, Image & Video Processing; Apr2024, Vol. 18 Issue 3, p2231-2241, 11p

Hybrid momentum accelerated bat algorithm with GWO based optimization approach for spam classification.

Authors: Dhal, Pradip Azad, Chandrashekhar

Source: Multimedia Tools & Applications; Mar2024, Vol. 83 Issue 9, p26929-26969, 41p