From 6a027f0a83b98678d5e9898194e5c7dd359678ef Mon Sep 17 00:00:00 2001
From: Davis King <davis@dlib.net>
Date: Sat, 28 Feb 2015 14:34:57 -0500
Subject: [PATCH] updated docs

---
 docs/docs/ml.xml | 11 ++++-------
 1 file changed, 4 insertions(+), 7 deletions(-)

diff --git a/docs/docs/ml.xml b/docs/docs/ml.xml
index 883b5f519..562434fa3 100644
--- a/docs/docs/ml.xml
+++ b/docs/docs/ml.xml
@@ -2919,13 +2919,10 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
                <a href="imaging.html#scan_image_custom">scan_image_custom</a> object.  
 
             <p>
-               It learns the parameter vector by formulating the problem as a <a href="#structural_svm_problem">structural 
-               SVM problem</a>.  The general approach is similar to the method discussed in 
-               Learning to Localize Objects with Structured Output Regression by 
-               Matthew B. Blaschko and Christoph H. Lampert.  However, the method has 
-               been extended to datasets with multiple, potentially overlapping, objects 
-               per image and the measure of loss is different from what is described in 
-               the paper.  
+               It learns the parameter vector by formulating the problem as a <a
+               href="#structural_svm_problem">structural SVM problem</a>.  
+               The exact details of the method are described in the paper 
+               <a href="http://arxiv.org/abs/1502.00046">Max-Margin Object Detection</a> by Davis E. King.
             </p>
          </description>