Simultaneous Codeword Optimization (SimCO) for Dictionary Update and Learning

Wei Dai, Tao Xu, Wenwu Wang

We consider the data-driven dictionary learning problem. The goal is to seek an over-complete dictionary from which every training signal can be best approximated by a linear combi…