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An efficient motion magnification system for real-time applications
Machine Vision and Applications, 2018The human eye cannot see subtle motion signals that fall outside human visual limits, due to either limited resolution of intensity variations or lack of sensitivity to lower spatial and temporal frequencies. Yet, these invisible signals can be highly informative when amplified to be observable by a human operator or an automatic machine vision system.
Ali Al-Naji +2 more
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Proposed for presentation at the IMAC XL held February 5-11, 2022 in orlando, fl., 2022
Daniel Rohe, Bryan Witt, Phillip Reu
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Daniel Rohe, Bryan Witt, Phillip Reu
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Lightweight Network For Video Motion Magnification
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023Jasdeep Singh +2 more
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A Practical Guide to Motion Magnification
Numerous algorithms and software packages have been developed to detect and magnify small motions in video recordings with applications to structural vibration analysis. While some techniques follow naturally from intuition or mathematical duality, others seem overly complex at face value.Sean Collier, Tyler Dare
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Multi Domain Learning for Motion Magnification
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023Jasdeep Singh +2 more
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Minor motion magnification based on spectral analysis
Computers and Electrical Engineering, 2022Haibin Cao +3 more
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Edge-Aware Spatial Filtering-Based Motion Magnification
2018In this paper, we present a novel approach toward motion magnification using edge-aware filtering. Edge-aware filters have been used for applications such as image denoising, enhancement, and tone mapping. In this work, we have used fast local Laplacian filter followed by Eulerian motion magnification for enhancement of subtle changes in the video. The
Manisha Verma, Shanmuganathan Raman
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Effect of broad-band phase-based motion magnification on modal parameter estimation
Mechanical Systems and Signal Processing, 2021Marc Eitner +2 more
exaly
Novel Multi-Task Learning for Motion Magnification
IEEE Transactions on Circuits and Systems for Video Technology, 2023Li Chen, Cong Peng 0001, Bingchao Zhao
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Volumetric Motion Magnification: Subtle Motion Extraction from 4D Data
Measurement: Journal of the International Measurement Confederation, 2021Matthew Southwick +2 more
exaly