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diff --git a/report2/bibliography.bib b/report2/bibliography.bib
index 5c58f17..8890439 100755
--- a/report2/bibliography.bib
+++ b/report2/bibliography.bib
@@ -1,21 +1,42 @@
-@misc{lecture-notes,
- title = {EE4-68 Pattern Recognition Lecture Notes},
- organization = {{ Imperial College London }},
- timestamp = {2018-12-20T03:31:30Z},
- urldate = {2018-12-19},
- author = {Tae-Kyun Kim},
- year = {2018},
+@article{rerank-paper,
+ author = {Zhun Zhong and
+ Liang Zheng and
+ Donglin Cao and
+ Shaozi Li},
+ title = {Re-ranking Person Re-identification with k-reciprocal Encoding},
+ journal = {CoRR},
+ volume = {abs/1701.08398},
+ year = {2017},
+ url = {http://arxiv.org/abs/1701.08398},
+ archivePrefix = {arXiv},
+ eprint = {1701.08398},
+ timestamp = {Mon, 13 Aug 2018 16:47:43 +0200},
+ biburl = {https://dblp.org/rec/bib/journals/corr/ZhongZCL17},
+ bibsource = {dblp computer science bibliography, https://dblp.org}
}
-@INPROCEEDINGS{pca-lda,
-author={N. Zhao and W. Mio and X. Liu},
-booktitle={The 2011 International Joint Conference on Neural Networks},
-title={A hybrid PCA-LDA model for dimension reduction},
-year={2011},
-volume={},
-number={},
-pages={2184-2190},
-keywords={data analysis;learning (artificial intelligence);principal component analysis;hybrid {PCA-LDA} model;linear discriminant analysis;within-class scatter under projection;low-dimensional subspace;principal component analysis;discrimination performance;hybrid dimension reduction model;dimension reduction algorithm;face recognition;Principal component analysis;Data models;Training;Cost function;Vectors;Computational modeling;Training data},
-doi={10.1109/IJCNN.2011.6033499},
-ISSN={2161-4407},
-month={July},}
+@article{mAP,
+ author = {Jonathan Hui},
+ title = {mAP (mean Average Precision) for Object Detection},
+ year = {2018},
+ url = {https://medium.com/@jonathan_hui/map-mean-average-precision-for-object-detection-45c121a31173},
+}
+
+@inproceedings{deepreid,
+title={DeepReID: Deep Filter Pairing Neural Network for Person Re-identification},
+author={Li, Wei and Zhao, Rui and Xiao, Tong and Wang, Xiaogang},
+booktitle={CVPR},
+year={2014}
+}
+
+@article{sklearn,
+ title={Scikit-learn: Machine Learning in {P}ython},
+ author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
+ and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
+ and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
+ Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
+ journal={Journal of Machine Learning Research},
+ volume={12},
+ pages={2825--2830},
+ year={2011}
+}