Sentence examples for use the singular values from inspiring English sources

Currently, it is recommended to use the singular values that corresponds to a given percentile, such as the 95th of the distribution of singular values derived from the random data.

According to the HVS characteristic analysis of each sub-block, we learn that the maximum embedding capacity of each sub-block is 5 bits, so we use the singular value of LL, HL, and LH to embed the watermark.

Zhu and Milanfar [34] measured sharpness using the singular values of a gradient image.

Gaurav and Balasubramanian [24] embedded a watermark into the reference image by modifying the singular value of the reference image using the singular values of the watermark.

Zhang et al. [38] calculated a difference vector between the reference and distorted images using the singular values of wavelet decomposition.

The primary reason of using the singular values in matrix decomposition is their robustness to defects in the matrix elements, which is not a case of own values in non-symmetric matrices [31].

complex Gaussian entries with zero mean and variance σ H 2. BD is performed with the imperfectly estimated H ^, and therefore the power allocation is determined using the singular values obtained with this estimation error.

Due to using the singular values of four sub-band coefficients LL, HL, LH, and HH to embed the watermark, the watermark can be embedded in a total of 7 bits.

Composition matrices for different hydrological conditions are analyzed by using the singular value decomposition technique.

The overdetermined system of linear equations is robustly solved using the singular value decomposition (SVD) method.

We then calculate the closest orthonormal basis to B using the singular value decomposition.