diff --git a/README.md b/README.md
index 424f7d9..a56be8b 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,19 @@
 # SimSwap: An Efficient Framework For High Fidelity Face Swapping
 ## Proceedings of the 28th ACM International Conference on Multimedia
-## The official repository with Pytorch
+**The official repository with Pytorch**
+
 [[Conference paper]](https://dl.acm.org/doi/10.1145/3394171.3413630)
 
+
+
+## Results
 ![Results1](/doc/img/results1.PNG)
-![Results2](/doc/img/results2.PNG)
+
+## Video
+
+## Dependencies
+
+## Usage
 
 Use python3.5, pytorch1.3.0
 
@@ -14,3 +23,24 @@ Use this command to test the face swapping between two images:
 python test_one_image.py --isTrain false  --name people --Arc_path models/BEST_checkpoint.tar --pic_a_path crop_224/mars.jpg --pic_b_path crop_224/ds.jpg --output_path output/
 
 --name refers to the checkpoint name.
+
+
+## To cite our paper
+```
+@inproceedings{DBLP:conf/mm/ChenCNG20,
+  author    = {Renwang Chen and
+               Xuanhong Chen and
+               Bingbing Ni and
+               Yanhao Ge},
+  title     = {SimSwap: An Efficient Framework For High Fidelity Face Swapping},
+  booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia},
+  pages     = {2003--2011},
+  publisher = {{ACM}},
+  year      = {2020},
+  url       = {https://doi.org/10.1145/3394171.3413630},
+  doi       = {10.1145/3394171.3413630},
+  timestamp = {Thu, 15 Oct 2020 16:32:08 +0200},
+  biburl    = {https://dblp.org/rec/conf/mm/ChenCNG20.bib},
+  bibsource = {dblp computer science bibliography, https://dblp.org}
+}
+```
\ No newline at end of file
diff --git a/doc/img/results1.PNG b/doc/img/results1.PNG
index fcabb8e..64b77ae 100644
Binary files a/doc/img/results1.PNG and b/doc/img/results1.PNG differ
diff --git a/doc/img/results2.PNG b/doc/img/results2.PNG
deleted file mode 100644
index ca26eae..0000000
Binary files a/doc/img/results2.PNG and /dev/null differ