Research map / Video / Video segmentation and tracking
Video Acceleration Magnification
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use acceleration magnification instead of linear Eulerian magnification | Video magnification · Synthetic ball | MSE | Helped |
| Use acceleration magnification instead of linear Eulerian magnification or STFT | Video magnification · Synthetic ball; varying object speed | MSE | Helped |
| Use acceleration magnification instead of linear Eulerian magnification | Video magnification · Synthetic ball; intensity magnification | Ground-truth similarity | Helped |
| Use acceleration magnification instead of phase-based linear magnification | Motion magnification · Gun shooting sequence | Visual artifacts | Helped |
| Use acceleration magnification without a user-drawn region | Motion magnification · Gun shooting sequence | Motion coverage | Helped |
| Use acceleration magnification instead of DVMAG's annotated-region processing | Intensity magnification · Moving hand holding a light bulb | Motion coverage | Helped |
| Use acceleration magnification rather than linear Eulerian magnification | Motion magnification · Parkinson-1 and Parkinson-2 | Tremor magnification | Helped |
| Use acceleration magnification | Motion magnification · Moving toy with vibration | Vibration magnification | Helped |
| Use acceleration magnification | Motion magnification · Drone oscillating in a cluttered environment | Oscillation magnification | Helped |
| Use acceleration magnification | Motion magnification · Water bottle pulled across a table | Water-level fluctuation magnification | Helped |
| Use acceleration magnification at low signal frequencies | Intensity magnification · Synthetic ball; varying intensity frequency | MSE | Hurt |
| Use a smaller STFT temporal window | STFT intensity magnification · Synthetic ball | Intensity magnification | Hurt |
Closest papers by meaning
- EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer (AAAI 2024 · similarity 0.89)
- Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture (CVPR 2024 · similarity 0.87)
- TimeTracker: Event-based Continuous Point Tracking for Video Frame Interpolation with Non-linear Motion (CVPR 2025 · similarity 0.83)
- Trajectory attention for fine-grained video motion control (ICLR 2025 · similarity 0.83)
- Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection (NeurIPS 2025 · similarity 0.82)
- VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models (AAAI 2025 · similarity 0.82)
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