In this paper we present a new architecture for face recognition with a single reference image, which completely separates the training process from the recognition process. In th...
Iris image quality assessment is an important part of iris recognition system because the qualities of iris images would largely influence the recognition results. In this paper, ...
Sparse coding--that is, modelling data vectors as sparse linear combinations of basis elements--is widely used in machine learning, neuroscience, signal processing, and statistics...
Julien Mairal, Francis Bach, Jean Ponce, Guillermo...
Existing literature compares various biometric modalities of the face for human identification. The common criterion used for comparison is the recognition rate of different face...
We propose a new image retrieval method based on human perceptual clustering of color images. This color clustering produces for each image a small set of representative colors wh...