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I try to calculate the gradient of the total variation regularization for a parameter which is a 1D scalar field, but I am doing something wrong... ???

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Here is the latex code:

\documentclass{article}

\usepackage{mathtools} \RequirePackage{amsmath} \RequirePackage{amsthm} \RequirePackage{amssymb} \RequirePackage{dsfont} \usepackage[dvipsnames]{xcolor}

\newcommand{\norm}[1]{\left\lVert#1\right\rVert} \newcommand{\scal}[2]{\langle#1,#2\rangle} \newcommand{\dpartial}[2]{\dfrac{\partial#1}{\partial#2}} \newcommand{\dpartials}[3]{\dfrac{\partial^{#3} #1}{\partial #2 ^{#3}}}

\begin{document}

\begin{equation} \begin{split} G_{r} &= div \left( \dfrac{\vec{grad(m)}}{\norm{\vec{grad(m)}}_{1}} \right)\ &= div \left( \dfrac{\vec{grad(m)}}{\sqrt{\vec{grad(m)^{2}}}} \right) \ &= \dpartial{}{x} \left( \dfrac{\dpartial{m}{x}}{\sqrt{\left(\dpartial{m}{x}\right)^{2}}} \right) \ &= \dpartial{}{x} \left( \dfrac{\dpartial{m}{x}}{\sqrt{\left( \dpartial{m}{x}\right)^{2}}} \right) \ &= \dpartials{m}{x}{2} \dfrac{1}{\sqrt{\left( \dpartial{m}{x}\right)^{2}}}

  • \dpartial{m}{x} \dpartial{}{x} \left( \dfrac{1}{\sqrt{\left( \dpartial{m}{x}\right)^{2}}} \right) \

&= \dfrac{\dpartials{m}{x}{2} \left( \dpartial{m}{x}\right)^{2}}{\left(\left( \dpartial{m}{x}\right)^{2}\right)^{3/2}}

  • \dpartial{m}{x} \dpartial{}{x} \left( \dfrac{1}{\sqrt{\left( \dpartial{m}{x}\right)^{2}}} \right) \

&= \dfrac{\dpartials{m}{x}{2} \left( \dpartial{m}{x}\right)^{2}}{\left(\left( \dpartial{m}{x}\right)^{2} \right)^{3/2}}

  • \dpartial{m}{x} \left( - \dfrac{2 \dpartial{m}{x} \dpartials{m}{x}{2}}{2 \left(\left( \dpartial{m}{x}\right)^{2} \right)^{3/2}} \right) \

&= \dfrac{\dpartials{m}{x}{2} \left( \dpartial{m}{x}\right)^{2}}{\left(\left( \dpartial{m}{x}\right)^{2} \right)^{3/2}}

  • \dfrac{ \left( \dpartial{m}{x}\right)^{2} \dpartials{m}{x}{2}}{\left(\left( \dpartial{m}{x}\right)^{2} \right)^{3/2}} \

&= 0 \end{split} \end{equation}

\end{document}

gt6989b
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