Sentence examples for based on a gradient from inspiring English sources
The basic algorithm framework used for head tracking was based on a gradient and color-based tracker [13] with additional tweaks.
The geometry was then optimized based on a gradient descent algorithm that changed each individual electrode width.
This paper proposes an alternative classification scheme for urban mapping based on a gradient approach for the southern portion of the West African country of Ghana.
A separation based on a gradient consisting of a sequence of non-solvent (acetonitrile), solvent/adsorli (chloroform) provided the highest peak capacity.
The learning procedure is based on a gradient descent technique and the proposed model is general enough to be applied to other neuro-fuzzy architectures.
We also present a continuous and derivable version of the previous classifier and suggest an iterative learning algorithm based on a gradient method.
An optimization procedure based on a gradient-based algorithm is developed and we use the adjoint method for efficient computation of design sensitivities.
The algorithm scheme can be summarized as follows and we denote it as SDLA-I: Power level would be adjusted based on a gradient-like algorithm.
Actually, we rely on the update rule (8) for the solving process, which is nothing more than an iterative improvement based on a gradient-descent procedure (Lee and Seung 2001).
The advantage provided by the constellations with two degrees of freedom (such as quadrature amplitude modulation (QAM)) over the ones with one degree of freedom (such as phase-shift-keying (PSK), and pulse amplitude modulation (PAM)) was shown [1], and a proper mapping (based on a gradient-descent procedure) of the information bits into points of a two-dimensional constellation was proposed [2].
