A signal denoising technique based on wavelets modulus maxima lines and a self-scalable grid classifier

• Published in: 2015 IEEE Workshop on Signal Processing Systems (SiPS) pp. 1 - 6
• Main Authors: Vasconcelos Machado, Rubem Geraldo, de Oliveira Mota, Hilton
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2015
• Subjects: denoising; multiple-instance learning; Neurons; Noise reduction; Partial discharges; self-organizing maps; Training; Transient analysis; Wavelet transforms; wavelets transform

This paper presents the description of a signal processing technique using the Wavelets Transform and a self-scalable grid classifier. The procedure is based on the cycle-spinning approach applied to the Translation-invariant Wavelet Transform. It exploits the characteristics of the Wavelets modulus...