Some of the critical parts of the MATLAB code that I co-wrote to label different shoe images using bag-of-words model.
There are other dependency files (especially related to extracting SIFT features) that are too much to be included here (this project was completed in 2009).
More detailed explanation and overview can be found in "tech_report.pdf" and "poster.pdf" respectively.