vivianjeng/Image-Stabilization-Method-using-VMD-and-RE

Digital Image Stabilization Method Based on Variational Mode Decomposition and Relative Entropy. Entropy 2017

Image Stabilization Method based on Variational Mode Decomposition and Relative Entropy (Entropy 2017)

106-2 Digital Image Processing Final Project

Requirement

• MATLAB R2017a
• sepspyr

Files

• src/README.m, setup for sepspyr package and run main.m, main2.m
• src/main.m, implement image stabilization with noisy video
• src/main2.m, implement image stabilization with stable video
• report.pdf, the report
• presentation.pptx, the ppt for the final results
• src/data/, input video
• src/output/, output video
• src/frames/, store frame data

Usage

open MATLAB > set path to src/ > run README.m

Demo Video

References

• Hao, D., Li, Q., & Li, C. (2017). Digital Image Stabilization Method Based on Variational Mode Decomposition and Relative Entropy. Entropy, 19(11), 623.
• Dragomiretskiy, K., & Zosso, D. (2014). Variational mode decomposition. IEEE transactions on signal processing, 62(3), 531-544.
• Mathematical statistics, the Kullback–Leibler divergence (also called relative entropy)
• Scale-invariant feature transform