This book details a number of electrocardiogram (ECG) denoising techniques based on total variation denoising and different wavelet transforms. The book includes three chapters that are wavelets and wavelet transforms, a denoising technique based on SBWT and WATV, and an ECG denoising technique based on LWT and TVM.