Research interests broadly include machine learning and computer vision areas with the main focus on medical image registration and analysis.
Song lab algorithms are available for image processing and image analysis. They are computational tools for interpretation and quantitative measurements of images from various imaging modalities and of various tissue/organs.
A probabilistic method for both rigid and nonrigid point set registration for computer vision tasks.
Reduces the method computation complexity to linear.
Used for deconvolution and image processing.