Výsledky vyhledávání - Inter-fused autoencoder~

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

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

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

Autoři: Nazia Aslam Maheshkumar H Kolekar

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

Témata: 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.

Autoři: Sampath, Dhivya Karunya Kumar, Krishna

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

Témata: VIDEO surveillance, CONVOLUTIONAL neural networks, PEDESTRIAN areas

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

Autoři: Aslam, Nazia Kolekar, Maheshkumar H

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

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

GLAE: global–local feature autoencoder for image logical anomaly detection.

Autoři: Peng, Jianjie Feng, Pengyu Ye, Junyong a další

Zdroj: Visual Computer; Jan2026, Vol. 42 Issue 1, p1-17, 17p

DeMAAE: deep multiplicative attention-based autoencoder for identification of peculiarities in video sequences.

Autoři: Aslam, Nazia Kolekar, Maheshkumar H.

Zdroj: Visual Computer; Mar2024, Vol. 40 Issue 3, p1729-1743, 15p

Témata: DEEP learning, VIDEO coding, VIDEO codecs, VIDEOS

Channel Attention-Based Approach with Autoencoder Network for Human Action Recognition in Low-Resolution Frames.

Autoři: Dastbaravardeh, Elaheh Askarpour, Somayeh Saberi Anari, Maryam a další

Zdroj: International Journal of Intelligent Systems; 1/4/2024, p1-22, 22p

Témata: CONVOLUTIONAL neural networks, HUMAN behavior, COMPUTATIONAL complexity, STATISTICAL sampling, ALGORITHMS

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

Autoři: Jin, Jin Xu, Yuanping He, Hui a další

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

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

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

Autoři: Kalla, Kiran Gogulamanda, Jaya Suma

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

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

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

Autoři: Valarmathi, V. Sudha, S.

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

Detection algorithm of container surface leakage based on improved YOLOv5s.

Autoři: Zhu, Wei Zhu, Hongmei Li, Cheng a další

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

Témata: DETECTION algorithms, SOAP, PYRAMIDS, LEAKAGE, ALGORITHMS

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

Autoři: Wang, Yuanyuan Zhao, Yijie Huo, Yanhua a další

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

Témata: 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.

Autoři: Kasegn, Setegn Asnakew Mwangi, Ronald Waweru Kimwele, Michael a další

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

Témata: GENERATIVE adversarial networks, VIDEO surveillance, FEATURE extraction, VIDEOS

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

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

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

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

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

Autoři: Elmezain, Mahmoud Maklad, Ahmed S. Alwateer, Majed a další

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

Témata: COLLECTIVE behavior, CONVOLUTIONAL neural networks, BEHAVIORAL assessment, CROWDS

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

Autoři: WEN LI XIUKAO ZHOU

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

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

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

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

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

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

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

Autoři: Joy, Agboi Abel, Edje E. Edith, Omede U. a další

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

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

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

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

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

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

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

Autoři: Jia, Zhaoqian Wang, Wenchao Li, Ye a další

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

Témata: PROBLEM solving, PEDESTRIANS, GENERALIZATION