diff --git a/Article/abstract.tex b/Article/abstract.tex
index e495d65153fa33e328bbd813b4bda2a9afe8c53e..94bfbe75f7176eefe4d0972dca743833bba66c46 100755
--- a/Article/abstract.tex
+++ b/Article/abstract.tex
@@ -1,6 +1,9 @@
-  This paper introduces a new straight edge detector in gray-level images
-based on blurred segments, digital objects able to imbed quality measurements
-on the extracted features. This study completes previous works with a better
-estimation of the blurred segment width and orientation, with two main
-improvements: adaptive directional scans and the control of the
-assigned width to the detection algorithm.
+This paper introduces a new straight edge detector in gray-level
+images based on blurred segments, digital objects able to embed
+quality measurements on the extracted features. This study follows
+previous works with a better estimation of the blurred segment width
+and orientation, with two main improvements: adaptive directional
+scans and the control of the assigned width to the detection
+algorithm. Initially defined in interactive process, we also propose a
+new contribution to detect all segments in a single image. This
+detection is also available in an online demonstration.
diff --git a/Article/main.tex b/Article/main.tex
index f458d99b08eca7eff147248ce309fea8d4b787cf..ef067cc1e9022c6f4f03831ca6c3fa3ca79919a7 100755
--- a/Article/main.tex
+++ b/Article/main.tex
@@ -19,7 +19,7 @@
   \begin{frontmatter}
 %    \title{Straight edge detection
 %           based on adaptive directional tracking of blurred segments}
-    \title{Adaptive directional tracking of blurred segments}
+    \title{Adaptive Directional Tracking of Blurred Segments}
 
     \author{Philippe Even\inst{1} \and
             Phuc Ngo\inst{1} \and