Signal Processing
2D-VMD 算法
2D-VMD AlgorithmVariational Mode Decomposition (VMD) extended to two dimensions for image denoising / 变分模态分解（VMD）的二维扩展，用于图像去噪
- Knowledge type
- 工艺技术
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-11-06 23:05:45
Sub-knowledge points
2D-VMD decompositionNoise thresholdingReconstruction
Higher-order knowledge points
Variational Mode DecompositionImage DenoisingHardware Acceleration
Main parameters and performance indicators
Number of modes: Controls the decomposition granularityPenalty parameter: Balances data fidelity and smoothnessTolerance: Convergence criterion for the algorithm
Open problems
Optimal parameter selection for varying noise levelsComputational complexity reduction for real-time processing
Related literature
ranked by community starsOptimized 2D-VMD Algorithm for Image Denoising and Its Hardware Acceleration Implementation on ZYNQOpen source
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Creation and modification trail
1 recordsRecord title: 2D-VMD Algorithm.
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