Improving image clustering using sparse text and the wisdom of the crowds
Anna Ma, Arjuna Flenner, Deanna Needell, Allon G. Percus · 2014 48th Asilomar Conference on Signals, Systems and Computers · 2014
We propose a method to improve image clustering using sparse text and the wisdom of the crowds. In particular, we present a method to fuse two different kinds of document features, image and text features, and use a common dictionary or “wisdom of the crowds” as the connection between the two different kinds of documents. With the proposed fusion matrix, we use topic modeling via non-negative matrix factorization to cluster documents.