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diff --git a/Readme.md b/Readme.md
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   <img src="docs/images/reg_penalties.jpg" height="450"><br>  
 </div>
 
+<div align="center">
+  <img src="docs/images/TV_vs_NLTV.jpg.jpg" height="480"><br>  
+</div>
+
 ## Prerequisites: 
 
  * [MATLAB](www.mathworks.com/products/matlab/) OR
diff --git a/docs/images/TV_vs_NLTV.jpg b/docs/images/TV_vs_NLTV.jpg
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