Information-theoretic Dictionary Learning for Image Classification

Qiang Qiu, Vishal M. Patel, Rama Chellappa

We present a two-stage approach for learning dictionaries for object classification tasks based on the principle of information maximization. The proposed method seeks a dictionary…