I also was a bit annoyed about the reference [2] thing. I think the paper they refer to is Tieu and Viola (2000), Boosting Image Retrieval. I'm not exactly sure why they don' explicitly site it. Tieu also has a masters thesis on this stuff (Boosting Sparse Representations for Image Retreival, 2000), which is another option.