Sentence examples for based on sparse coding from inspiring English sources

A unified and reliable biometric quality measure based on sparse coding is presented for both face and ear, which relies on the collaborative representation by all classes.

On the other hand, nonparametric learning methods have been proposed, such as the technique based on sparse coding of stabilized auditory images (SAIs) [10].

In this paper, a secure oblivious watermarking system, based on Sparse Coding (SC) is proposed in order to tackle the three most critical watermarking security problems, i.e., unauthorized reading, false positive detection, and multiple claims of ownership problems, as well as optimize the fidelity, imperceptibility, and robustness characteristics.

Different from previous methods of analysis in color space, Borji [47] uses the bag-of-words (BOW) to learn the sparse coding of image blocks from original image and obtains saliency image by analyzing the local rarity of image blocks based on sparse coding.

Classification method based on sparse coding is then introduced and the active-set methods are proposed for the optimization.

Recently a novel shape prior modeling method has been proposed based on sparse learning theory.

The key-frames are automatically selected and super-resolved using a method based on sparse regression.

In the LSDSR, a discriminative loss function based on sparse coefficients is imposed on the locality-sensitive sparse representation, which makes the optimized dictionary for sparse representation be discriminative.

This paper proposes a novel bearing fault diagnosis method based on sparse discriminant manifold projections (SDMP).

We also proposed a 3D facial expression processing method, which was based on sparse representation.

SCMA is a novel NOMA technology based on sparse codebooks [8].