Guang-Bin Huang

Data Driven Convolutional Sparse Coding for Visual Recognition

Convolutional sparse coding (CSC) has become an important method in image processing and computer vision. In this paper we focus on visual recognition problems and apply CSC as a feature learning method. We propose a task-specific approach to treat the dictionary of CSC as parameters for a larger le…