Update citation information.

README.md

@@ -1,9 +1,11 @@
 # OpenFace
 
+*Free and open source face recognition with
+deep neural networks.*
+
 [ ![Build Status] [travis-image] ] [travis]
 [ ![Release] [release-image] ] [releases]
 [ ![License] [license-image] ] [license]
-[ ![DOI] [doi-image] ] [doi]
 [ ![Gitter] [gitter-image] ] [gitter]
 
 [travis-image]: https://travis-ci.org/cmusatyalab/openface.png?branch=master
@@ -15,9 +17,6 @@
 [license-image]: http://img.shields.io/badge/license-Apache--2-blue.svg?style=flat
 [license]: LICENSE
 
-[doi-image]: https://zenodo.org/badge/doi/10.5281/zenodo.32148.svg
-[doi]: http://dx.doi.org/10.5281/zenodo.32148
-
 [gitter-image]: https://badges.gitter.im/Join%20Chat.svg
 [gitter]: https://gitter.im/cmusatyalab/openface
 
@@ -32,6 +31,29 @@
 + Development discussions and bugs reports are on the
   [issue tracker](https://github.com/cmusatyalab/openface/issues).
 
+# Citations
+
+The following is a [BibTeX](http://www.bibtex.org/)
+and plaintext reference
+for the OpenFace GitHub repository.
+The reference may change in the future.
+The BibTeX entry requires the `url` LaTeX package.
+
+```
+@misc{amos2015openface,
+    title        = {{OpenFace: Face Recognition with Deep Neural Networks}},
+    author       = {Amos, Brandon and Harkes, Jan and Pillai, Padmanabhan and Elgazzar, Khalid and Satyanarayanan, Mahadev},
+    howpublished = {\url{http://github.com/cmusatyalab/openface}},
+    note         = {Accessed: 2015-11-11}
+}
+
+Brandon Amos, Jan Harkes, Padmanabhan Pillai, Khalid Elgazzar,
+and Mahadev Satyanarayanan.
+OpenFace: Face Recognition with Deep Neural Networks.
+http://github.com/cmusatyalab/openface.
+Accessed: 2015-11-11.
+```
+
 # Licensing
 The source code and trained models `nn4.v1.t7` and
 `celeb-classifier.nn4.v1.t7` are copyright

docs/index.md

@@ -2,13 +2,14 @@
 
 <center>
 *Free and open source face recognition with
-Google's FaceNet deep neural network.*
+deep neural networks.*
 </center>
 
 ---
 
-OpenFace is a Python and [Torch](http://torch.ch) implementation of the CVPR
+OpenFace is a Python and [Torch](http://torch.ch) implementation of
-2015 paper
+face recognition with deep neural networks and is based on
+the CVPR 2015 paper
 [FaceNet: A Unified Embedding for Face Recognition and Clustering](http://www.cv-foundation.org/openaccess/content_cvpr_2015/app/1A_089.pdf)
 by Florian Schroff, Dmitry Kalenichenko, and James Philbin at Google.
 Torch allows the network to be executed on a CPU or with CUDA.
@@ -100,20 +101,25 @@ image of Sylvestor Stallone from the publicly available
 
 # Citations
 
-[![DOI](https://zenodo.org/badge/doi/10.5281/zenodo.32041.svg)](http://dx.doi.org/10.5281/zenodo.32041)
+The following is a [BibTeX](http://www.bibtex.org/)
-
+and plaintext reference
-Please cite this repository if you use this in academic works.
+for the OpenFace GitHub repository.
-
+The reference may change in the future.
+The BibTeX entry requires the `url` LaTeX package.
 
 ```
 @misc{amos2015openface,
+    title        = {{OpenFace: Face Recognition with Deep Neural Networks}},
     author       = {Amos, Brandon and Harkes, Jan and Pillai, Padmanabhan and Elgazzar, Khalid and Satyanarayanan, Mahadev},
-    title        = {OpenFace 0.1.1: Face recognition with Google's FaceNet deep neural network},
+    howpublished = {\url{http://github.com/cmusatyalab/openface}},
-    month        = oct,
+    note         = {Accessed: 2015-11-11}
-    year         = 2015,
-    doi          = {10.5281/zenodo.32148},
-    url          = {http://dx.doi.org/10.5281/zenodo.32148}
 }
+
+Brandon Amos, Jan Harkes, Padmanabhan Pillai, Khalid Elgazzar,
+and Mahadev Satyanarayanan.
+OpenFace: Face Recognition with Deep Neural Networks.
+http://github.com/cmusatyalab/openface.
+Accessed: 2015-11-11.
 ```
 
 # Acknowledgements