An overview of Eulerian video motion magnification methods
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 …
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
Video Motion Magnification (VMM) aims to break the resolution limit of human visual
perception capability and reveal the imperceptible minor motion that contains valuable …
perception capability and reveal the imperceptible minor motion that contains valuable …
Frequency decoupling for motion magnification via multi-level isomorphic architecture
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 …
information of objects in the macroscopic world. Prior methods directly model the motion …
Multi domain learning for motion magnification
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 …
movements while breathing, subtle vibrations in the moving objects etc. But small motions …
Lightweight network for video motion magnification
Video motion magnification provides information to understand the subtle changes present
in objects for applications like industrial, healthcare, sports, etc. Most state-ofthe-art (SOTA) …
in objects for applications like industrial, healthcare, sports, etc. Most state-ofthe-art (SOTA) …
Learning-based Axial Video Motion Magnification
Video motion magnification amplifies invisible small motions to be perceptible, which
provides humans with a spatially dense and holistic understanding of small motions in the …
provides humans with a spatially dense and holistic understanding of small motions in the …
KL-DNAS: Knowledge Distillation-Based Latency Aware-Differentiable Architecture Search for Video Motion Magnification
Video motion magnification is the task of making subtle minute motions visible. Many times
subtle motion occurs while being invisible to the naked eye, eg, slight deformations in …
subtle motion occurs while being invisible to the naked eye, eg, slight deformations in …
Video-based subtle vibration measurement in the presence of large motions
Z Zang, X Yang, G Zhang, S Li, J Chen - Measurement, 2025 - Elsevier
Recently, phase-based methods offer precise measurement of subtle vibrations from videos
but face challenges when dealing with moving objects. This paper introduces a novel video …
but face challenges when dealing with moving objects. This paper introduces a novel video …
[PDF][PDF] MagFormer: Hybrid Video Motion Magnification Transformer from Eulerian and Lagrangian Perspectives.
Video motion magnification methods attract much attention for their strong capability of
capturing informative subtle signals from diverse engineering scenes. There are two main …
capturing informative subtle signals from diverse engineering scenes. There are two main …
Learning-based Axial Motion Magnification
K Byung-Ki, O Hyun-Bin, K Jun-Seong… - arXiv preprint arXiv …, 2023 - arxiv.org
Video motion magnification amplifies invisible small motions to be perceptible, which
provides humans with spatially dense and holistic understanding about small motions from …
provides humans with spatially dense and holistic understanding about small motions from …