/total_variation

total vatiation minimization\denoise using tensorflow

Primary LanguagePython

Total_varation

total vatiation minimization\denoise using tensorflow

$\underset{x}{\min} \frac{1}{2} |x-y|^2_2 +\lambda\sum_i|x_i-x_{i-1}|$

i have a cancer called LAZY, voiding the study of classic algorithms like proxTV

TODO

very long TODO list

  • using tensorflow (lazy me),start from 1 dim sequence, then 2d, then 2d with channels(deal with color)
  • using cython,mimic the ProxTV project，and heal the cancer

Current State

only a erroneous 1d tf version