Lingdao Sha

Locally linear embedded sparse coding for image representation

Recently, sparse coding has been widely and successfully used in image classification, noise reduction, texture synthesis and audio processing. Although traditional sparse coding method with fixed dictionaries like wavelet and curvelet can produce promising results, unsupervised sparse coding has sh…