Journal of the American Statistical Association · 1997 · 321 citations · 0 references
Natural SciencesComputer ScienceAcousticsComputational AcousticsTime Series AnalysisAcoustic Signal ProcessingDigital Image ProcessingDigital Signal ProcessingImage CompressionSignal ProcessingTime-frequency AnalysisAcoustic Signal StructureNonparametric EstimationWavelet AnalysisWavelet CompressionWavelet Packet TransformWavelet TransformWavelet-based Analysis
From the Publisher: This book introduces applied wavelet analysis through the S-PLUS software system. Using a visual data analysis approach, wavelet concepts are explained in a way that is intuitive and easy to understand. Wavelets, as well as a whole range of related signal-processing techniques, such as wavelet packets, local cosine analysis, and matching pursuits are covered. Applications of wavelet analysis are illustrated, including nonparametric function estimation, digital image compressing, and time-frequency acoustic signal analysis.