Dual-tree complex wavelet hidden Markov tree model for image denoising
Fengxia Yan, Shiyu Peng, Long Cheng · Electronics Letters · 2007
A new non-training complex wavelet hidden Markov tree (HMT) model, which is based on the dual-tree complex wavelet transform and a fast parameter estimation technique, is proposed for image denoising. This new model can mitigate the two problems (high computational cost and shift-variance) of the conventional wavelet HMT model simultaneously. Experiments show that the denoising approach with this new model achieves better performance than other related HMT-based image denoising algorithms.