diff --git a/Article/biblio.bib b/Article/biblio.bib
index e52e2c3fd398d038d58c646ad908571153dc0290..94df14d7013071106188296a868c4c1f21cb4b7a 100755
--- a/Article/biblio.bib
+++ b/Article/biblio.bib
@@ -217,10 +217,10 @@ in urban imagery},
 @book{DesolneuxAl08,
   author = {Desolneux, Agn\`es and Moisan, Lionel and Morel, Jean-Michel},
   year = {2008},
-  month = {January},
+  optmonth = {January},
   pages = {273},
   title = {From {G}estalt Theory to Image Analysis: A Probabilistic Approach},
   series= {Interdisciplinary Applied Mathematics},
   volume = {34},
-  doi = {10.1007/978-0-387-74378-3}
+  optdoi = {10.1007/978-0-387-74378-3}
 }
diff --git a/Article/expeV2.tex b/Article/expeV2.tex
index 03a2f3652c6694f2f4603eed8ee71aab6f6ff50e..a5560a40c3196ed664be0133a065290322fd55ea 100755
--- a/Article/expeV2.tex
+++ b/Article/expeV2.tex
@@ -171,7 +171,7 @@ visually non-meaningful. The other detectors eliminates them by a
 validation test based on Helmholtz principle \cite{DesolneuxAl08}.
 Such test is not yet integrated into the new detector.
 But even so, the mean length of output lines is greater.
-Except for execution time for ED-Lines performs best,
+Except for execution time where ED-Lines performs best,
 global performance of the new detector is pretty similar and
 competitive to the other ones.
 Furthermore, it provides additional information
diff --git a/Article/introV2.tex b/Article/introV2.tex
index b317741d331dff6cea165f7f24f3e191af21dcd7..ca7f7647199eb7aef695858fa6df56b89d03ce0f 100755
--- a/Article/introV2.tex
+++ b/Article/introV2.tex
@@ -55,9 +55,11 @@ But the segment thickness was initially fixed by the user and not estimated,
 leading to erroneous orientations of the detected lines.
 Here, the limitations of this first detector are solved
 by the introduction of two new concepts:
-(i) adaptive directional scans (ADS) designed to better track the detected line;
+(i) adaptive directional scans %(ADS)
+designed to better track the detected line;
 %get some compliance to the unpredictable orientation problem;
-(ii) control of assigned thickness (CAT) to bound its scattering.
+(ii) control of assigned thickness %(CAT)
+to bound its scattering.
 % intended to derive more reliable information on the
 %line orientation and quality.
 As a side effect, these two major evolutions also led to a noticeable
diff --git a/Article/methodV2.tex b/Article/methodV2.tex
index 58c621796303136354c48f85e71cdb16d1947303..50c2820b76302f28feb9775456d02f6fd2796c73 100755
--- a/Article/methodV2.tex
+++ b/Article/methodV2.tex
@@ -95,7 +95,7 @@ assigned thickness $\varepsilon_0$.
 The blurred segment is searched within a directional scan with position
 and orientation approximately drawn by the user, or blindly defined
 in unsupervised mode.
-Most of the time, the detection stops where the segment escapes sideways
+In most cases, the detection stops where the segment escapes sideways
 from the scan strip (\RefFig{fig:escape} a).
 A second search is then run using another directional scan aligned
 on the detected segment (\RefFig{fig:escape} b).