Length Reduction of Singular Spectrum Analysis With Guarantee Exact Perfect Reconstruction via Block Sliding Approach.
Xinpeng WangBingo Wing-Kuen LingPublished in: IEEE Access (2020)
Keyphrases
- perfect reconstruction
- filter bank
- singular spectrum analysis
- complex valued
- wavelet transform
- subband
- change point detection
- lifting scheme
- low pass
- lossless compression
- support vector regression
- reconstruction error
- multiresolution
- multiscale
- data preprocessing
- frequency domain
- filter design
- signal processing
- discrete wavelet transform
- real valued
- wavelet decomposition
- activation function
- wavelet packet
- computationally efficient
- image compression
- support vector machine svm
- image sequences
- high dimensional
- video sequences
- wavelet coefficients