Noise Removal Super-resolution for Camera Images Utilizing Total Variation Regularization Method
Shogo Terai, Tomio Goto · 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech) · 2020
It is necessary to remove noise from images in order to prevent deterioration due to noise during superresolution for surveillance camera images. We propose to apply Total Variation regularization for time axis direction, and it is possible to separate noise and moving objects, and by applying noise removable process to the output, it is achieved to remove noise for super-resolution images.