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diff --git a/report/bibliography.bib b/report/bibliography.bib
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--- a/report/bibliography.bib
+++ b/report/bibliography.bib
@@ -1,42 +1,13 @@
-@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}
-}
-
-@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}
-}
+@InProceedings{patches,
+author={Vassileios Balntas and Karel Lenc and Andrea Vedaldi and Krystian Mikolajczyk},
+title = {HPatches: A benchmark and evaluation of handcrafted and learned local descriptors},
+booktitle = {CVPR},
+year = {2017}}
-@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}
+@InProceedings{l2net,
+author = {Tian, Yurun and Fan, Bin and Wu, Fuchao},
+title = {L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space},
+booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
+month = {July},
+year = {2017}
}