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IEEE Transactions on Information Forensics and Security, ISSN 1556-6013, 06/2014, Volume 9, Issue 6, pp. 988 - 998
Journal Article
Sensors (Switzerland), ISSN 1424-8220, 03/2015, Volume 15, Issue 4, pp. 7156 - 7171
In this paper, a novel algorithm is proposed to detect abnormal events in video streams. The algorithm is based on the histogram of the optical flow... 
KPCA | One-class SVM | Abnormal detection | Optical flow | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | INSTRUMENTS & INSTRUMENTATION | MODEL | BEHAVIOR DETECTION | Learning | Histograms | Frames | Algorithms | Classification | Benchmarking | Orientation | Streams | abnormal detection | optical flow | one-class SVM
Journal Article
Advanced Functional Materials, ISSN 1616-301X, 01/2020, Volume 30, Issue 5, pp. 1906041 - n/a
Journal Article
IEEE Sensors Journal, ISSN 1530-437X, 10/2014, Volume 14, Issue 10, pp. 3715 - 3725
Journal Article
Journal of Intelligent Manufacturing, ISSN 0956-5515, 06/2018, pp. 1 - 9
As a part of prognostics and health management (PHM), fault detection has been used in many fields to improve the reliability of the system and reduce the... 
Kernel PCA | Self-supervised | Fault detection | Prognostics and health management | Reconstruction | Algorithms | Feature extraction | Principal components analysis | Error detection | Manufacturing costs
Journal Article
Sensors (Switzerland), ISSN 1424-8220, 12/2013, Volume 13, Issue 12, pp. 17130 - 17155
The abnormal event detection problem is an important subject in real-time video surveillance. In this paper, we propose a novel online one-class classification... 
Abnormal detection | Optical flow | Covariance matrix descriptor | Online least squares one-class SVM | Least-Squares Analysis | Algorithms | Support Vector Machine | abnormal detection | optical flow | covariance matrix descriptor | online least squares one-class SVM
Journal Article
IEEE Transactions on Information Forensics and Security, ISSN 1556-6013, 05/2019, Volume 14, Issue 5, pp. 1390 - 1399
Journal Article
AIP Advances, ISSN 2158-3226, 03/2018, Volume 8, Issue 3, pp. 35215 - 035215-13
This paper addresses the problems of the graphical-based human pose estimation in still images, including the diversity of appearances and confounding... 
NANOSCIENCE & NANOTECHNOLOGY | PHYSICS, APPLIED | MODELS | MATERIALS SCIENCE, MULTIDISCIPLINARY
Journal Article
AIP Advances, ISSN 2158-3226, 05/2018, Volume 8, Issue 5, pp. 55224 - 055224-10
Abnormal event detection, also known as anomaly detection, is one challenging task in security video surveillance. It is important to develop effective and... 
LOCALIZATION | SUPPORT | PHYSICS, APPLIED | OPTICAL-FLOW | MATERIALS SCIENCE, MULTIDISCIPLINARY | CROWDED SCENES | ANOMALY DETECTION | NANOSCIENCE & NANOTECHNOLOGY | MODEL | ACTION RECOGNITION | Feature based | Occlusion | Algorithms | Optical flow (image analysis) | Machine learning
Journal Article
IEEE Sensors Journal, ISSN 1530-437X, 10/2018, Volume 18, Issue 20, pp. 8493 - 8501
Journal Article