The lifting scheme offers a refined approach to implementing the Discrete Wavelet Transform (DWT) by decomposing traditional convolution-based filtering into a succession of simple, in-place ...
The full documentation is also available here. This package provides support for computing the 2D discrete wavelet and the 2d dual-tree complex wavelet transforms, their inverses, and passing ...
A comprehensive time series analysis project featuring wavelet transforms, forecasting, anomaly detection, and interactive visualization. This project demonstrates state-of-the-art methods for ...
The Discrete Wavelet Transform (DWT) has gained the reputation of being a very effective signal analysis tool for many practical applications. This paper presents an approach towards VLSI ...
Noise suppression is a key component in microseismic monitoring technology. Accurate denoising of microseismic signals is crucial for ensuring reliable data for locating mining-related seismic events ...
Abstract: The critical identification and subsequent therapeutic treatment of cardiac diseases requires a correct categorization of ECG signals. The presented feature of separating data is highly ...
Abstract: Infrared small target detection (IRSTD) is of great practical significance in many real-world applications, such as maritime rescue and early warning systems, benefiting from the unique and ...