All these regularizers are proposed to measure oscillations of image functions and to try to remove relatively small oscillation parts, i.e, noise part.
To minimize the functional (4) and (6), we need the corresponding Euler-Lagrange equations, which can be similarly derived as in [4, 7, 23]. In fact, the Euler-Lagrange equation for a generic functional (Φ is a general function)