Collaborative representation-based classification (CRC) is one of the famous representation-
based classification methods in pattern recognition. However, a testing sample in most of the …

The performance of face recognition (FR) system essentially depends on the availability of
training data. With limited training data available, it creates a major challenge in real world …

In the last decade, Sparse representation method of classification has proved its efficiency
for face recognition applications. The major challenge for face recognition algorithms is …

In order to improve the recognition rate and speed of face recognition, the paper proposes a
sparse representation for face recognition algorithm based on Gabor feature and projective …

In the past few years, Sparse representation technique for classification of face images has
provided very good classification accuracy. The main problems associated with …