Per INRIA, if you use this dataset, please cite the following paper:
Herve Jegou, Matthijs Douze, and Cordelia Schmid"Hamming Embedding and Weak Geometry Consistency for Large Scale Image Search"Proceedings of the 10th European Conference on Computer Vision, October 2008.