An overview of Eulerian video motion magnification methods

AM Ahmed, M Abdelrazek, S Aryal, TT Nguyen - Computers & Graphics, 2023 - Elsevier
The concept of video motion magnification has become increasingly relevant due to its
ability to detect small and invisible motions that can be of great value in a variety of …

Eulermormer: Robust eulerian motion magnification via dynamic filtering within transformer

F Wang, D Guo, K Li, M Wang - Proceedings of the AAAI Conference on …, 2024 - ojs.aaai.org
Video Motion Magnification (VMM) aims to break the resolution limit of human visual
perception capability and reveal the imperceptible minor motion that contains valuable …

Self-supervised motion magnification by backpropagating through optical flow

Z Pan, D Geng, A Owens - Advances in Neural Information …, 2024 - proceedings.neurips.cc
This paper presents a simple, self-supervised method for magnifying subtle motions in
video: given an input video and a magnification factor, we manipulate the video such that its …

Frequency decoupling for motion magnification via multi-level isomorphic architecture

F Wang, D Guo, K Li, Z Zhong… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Video Motion Magnification (VMM) aims to reveal subtle and imperceptible motion
information of objects in the macroscopic world. Prior methods directly model the motion …

Multi domain learning for motion magnification

J Singh, S Murala, G Kosuru - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Video motion magnification makes subtle invisible motions visible, such as small chest
movements while breathing, subtle vibrations in the moving objects etc. But small motions …

SpikeMM: Flexi-Magnification of High-Speed Micro-Motions

B Zhang, Y Zheng, S Chen, J Zhang, K Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
The amplification of high-speed micro-motions holds significant promise, with applications
spanning fault detection in fast-paced industrial environments to refining precision in …

Research progress of video-based vibration measurement technology.

S Mingguang, D Mengmeng, X Xuefen… - Experimental …, 2024 - search.ebscohost.com
Abstract [Significance] Vibration measurement is a fundamental means to ensure the safety
and good condition of structures. Highly accurate vibration measurements provide precise …

Remote Heart Ailment Detection using Eulerian Video Magnification

MR Pramod, S Tandale, MM Mukul… - 2023 International …, 2023 - ieeexplore.ieee.org
Our main objective through this is using the Eulerian Video Magnification computer vision
algorithm to use a standard video sequence recorded from any source and process it on our …

Micro-expression Recognition Based on Multi-scale Attention

W Ni, S Zhao, L Yu, Y Zhao - … Conference on Image, Vision and Intelligent …, 2023 - Springer
The main challenges in micro-expression recognition are unbalanced sample data and
subtle changes in the facial area. To tackle these problems, we propose a discriminative …

[PDF][PDF] Supplementary Material for “Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture”

F Wang, D Guo, K Li, Z Zhong, M Wang - openaccess.thecvf.com
Figure A1. Illustration of the demonstration video samples. We randomly select four
examples on the left named baby, fork, bottle, and eye videos from the Real-world Dataset …