especially for the images without small details, such as texture, since they will be swept as noise. However, the ROF model cannot preserve the corners of objects as it only allows smooth edges of objects. Meanwhile, the ROF model cannot preserve the intensity contrasts [20], and privileges piecewise constant functions (staircase effect) even though the true image functions are smooth.