Nature

Gaussian mixture model for enhancing the quality of transmission estimation in optical networks: a machine learning approach

In recent times, there has been a huge amount of work on utilizing deep learning (DL) to estimate the quality of transmission (QoT) in optical networks. This research depict a lightpath’s quality of ...
Nature

Accurate and Robust Non-rigid Point Set Registration using Student’s-t Mixture Model with Prior Probability Modeling

Registration of point sets is of great importance in many computer vision tasks, such as medical image registration, image analysis, computer graphics, and pattern recognition. Many problems in these ...