diff --git a/share/openbr/openbr.bib b/share/openbr/openbr.bib
index 1d72658..71f922d 100644
--- a/share/openbr/openbr.bib
+++ b/share/openbr/openbr.bib
@@ -1,21 +1,4 @@
-%% This BibTeX bibliography file was created using BibDesk.
-%% http://bibdesk.sourceforge.net/
-
-
-%% Created for Lacey Best-Rowden at 2013-03-01 16:14:53 -0500 
-
-
-%% Saved with string encoding Unicode (UTF-8) 
-
-
-
-@misc{lbestrowden,
-	Author = {Lacey Best-Rowden},
-	Date-Added = {2013-03-01 15:15:36 -0500},
-	Date-Modified = {2013-03-01 16:14:53 -0500},
-	Howpublished = {https://github.com/lbestrowden},
-	Title = {bestrow1 at msu.edu}}
-
+% Developers
 @misc{jklontz,
 	Author = {Joshua C. Klontz},
 	Howpublished = {https://github.com/jklontz},
@@ -45,7 +28,9 @@
 	Author = {Charles A. Otto},
 	Howpublished = {https://github.com/caotto},
 	Title = {ottochar at gmail.com}}
+	
 
+% Software
 @misc{OpenBR,
 	Author = {Joshua C. Klontz and Dr. Mark J. Burge},
 	Title = {{OpenBR} - {Open} {Biometric} {Recognition}},
@@ -81,6 +66,8 @@
 	Title = {PittPatt {SDK} 5.2.2},
 	Year = {2011}}
 
+
+% Datasets
 @misc{GBU,
 	Author = {NIST},
 	Howpublished = {www.nist.gov/itl/iad/ig/focs.cfm},
@@ -93,6 +80,8 @@
 	Title = {{NIST} Special Database 32 - Multiple Encounter Dataset ({MEDS})},
 	Year = {2011}}
 
+
+% Papers
 @inproceedings{belhumeur11,
 	Author = {Belhumeur, P.N. and Jacobs, D.W. and Kriegman, D.J. and Kumar, N.},
 	Booktitle = {Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on},
@@ -125,13 +114,13 @@
 	Title = {Spectrally Sampled Structural Subspace Features ({4SF})},
 	Year = {2011}}
 
-@inproceedings{klare12,
-	Author = {Klare, B.F. and Jain, A.K.},
-	Booktitle = {Biometrics: Theory, Applications and Systems (BTAS), 2012 IEEE Fifth International Conference on},
-	Month = {sept.},
-	Pages = {237-244},
-	Title = {Face recognition: Impostor-based measures of uniqueness and quality},
-	Year = {2012}}
+@inproceedings{klare12, 
+	Author={Klare, B.F. and Jain, A.K.},
+	Booktitle={Biometrics: Theory, Applications and Systems (BTAS), 2012 IEEE Fifth International Conference on},
+	Title={Face recognition: Impostor-based measures of uniqueness and quality},
+	Year={2012},
+	Month={sept.},
+	Pages={237-244}}
 
 @article{meyers08,
 	Author = {Meyers, E. and Wolf, L.},
@@ -173,13 +162,13 @@
 	Title = {Spectral Hashing},
 	Year = {2008}}
 
-@inproceedings{wolf11,
-	Author = {Wolf, L. and Hassner, T. and Maoz, I.},
-	Booktitle = {Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on},
-	Month = {june},
-	Pages = {529-534},
-	Title = {Face recognition in unconstrained videos with matched background similarity},
-	Year = {2011}}
+@inproceedings{wolf11, 
+	author={Wolf, L. and Hassner, T. and Maoz, I.}, 
+	booktitle={Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on},
+	title={Face recognition in unconstrained videos with matched background similarity}, 
+	year={2011}, 
+	month={june}, 
+	pages={529-534}}
 
 @mastersthesis{zauner10,
 	Author = {Zauner, C.},