Temporal scale and shift invariant automatic event recognition using the Mellin transfom

The spatio-temporal holographic correlator combines the traditional 2D optical image correlation techniques with inhomogeneously broadened arrays of cold atoms to achieve 3D time-space correlation to realize automatic event recognition at an ultra-high speed. Here we propose a method to realize such event recognition for videos running at different speeds. With this method, we can highly improve recognition accuracy and filter out almost all the unmatched events in the video database.

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Publication Details

Journal
Optics Express
Published
2025-05-01
DOI
https://doi.org/10.1364/oe.559479
Primary Topic
Anomaly Detection Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

Funders

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article

Temporal scale and shift invariant automatic event recognition using the Mellin transfom

Xi Shen, Tabassom Hamidfar, Julian Gamboa, Selim M. Shahriar et al.
Optics Express
Anomaly Detection Techniques and Applications
article

Temporal scale and shift invariant automatic event recognition using the Mellin transfom

Xi Shen, Tabassom Hamidfar, Julian Gamboa, Selim M. Shahriar, Shamima Akter Mitu
article en

Abstract

The spatio-temporal holographic correlator combines the traditional 2D optical image correlation techniques with inhomogeneously broadened arrays of cold atoms to achieve 3D time-space correlation to realize automatic event recognition at an ultra-high speed. Here we propose a method to realize such event recognition for videos running at different speeds. With this method, we can highly improve recognition accuracy and filter out almost all the unmatched events in the video database.

Optics ExpressVol. 33(12)
Air Force Office of Scientific Research
Openalex Percentile: Top 96%
Anomaly Detection Techniques and Applications
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