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 …
[PDF][PDF] Learning-based Axial Video Motion Magnification
K Byung-Ki, O Hyun-Bin, K Jun-Seong… - … on Computer Vision, 2024 - fq.pkwyx.com
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 …
Machine remaining useful life prediction method based on global-local attention compensation network
Z Chen - Reliability Engineering & System Safety, 2024 - Elsevier
Accurate remaining useful life (RUL) prediction is essential for ensuring the safe operation of
machinery. The extraction of high-level features that contain both global dependencies and …
machinery. The extraction of high-level features that contain both global dependencies and …
Event-free moving object segmentation from moving ego vehicle
Moving object segmentation (MOS) in dynamic scenes is challenging for autonomous
driving, especially for sequences obtained from moving ego vehicles. Most state-of-the-art …
driving, especially for sequences obtained from moving ego vehicles. Most state-of-the-art …
Learning-based Axial Motion Magnification
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 …
Event-Based Motion Magnification
Detecting and magnifying imperceptible high-frequency motions in real-world scenarios has
substantial implications for industrial and medical applications. These motions are …
substantial implications for industrial and medical applications. These motions are …
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions
The amplification of high-speed micro-motions holds significant promise, with applications
spanning fault detection in fast-paced industrial environments to refining precision in …
spanning fault detection in fast-paced industrial environments to refining precision in …
Learning-based Axial Video Motion Magnification
TH Oh - Springer
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 …