All \(\bar M = \left( {{{\mathbf{M}}_1}^{\mathrm{T}}{{\mathbf{M}}_2}^{\mathrm{T}} \ldots {{\mathbf{M}}_k}^{\mathrm{T}}} \right)\), where it is understood that each \({{\mathbf{M}}_i}^{\mathrm{T}}\) forms a column in the \(\bar M\) matrix, represent...
SOM was a total of 90 neurons (virtual units), which were arranged into a 10*9 hexagonal lattice to provide better visualization. The map size was set according to a heuristic equation (5n½)50, and then based on the minimum best values of quantization and topographic errors. The cells ...
By focusing on instance-specific importance to the learning of a SOM, we take a perspective that goes beyond the common approach of incorporating a cost matrix into the objective function of a classifier. This paper provides evidence of the performance of the WSOM on standard benchmark and real...
Abstract 3D video is expected to provide an enhanced user experience by using the impression of depth to bring greater realism to the user. Quality assessment plays an important role in the design and optimization of 3D video processing systems. In this paper, a new 3D image quality model that...
(4) Determining the Judgment Matrix for Fuzzy Comprehensive Evaluation For the i-th indicator, the fuzzy subset on the membership V of each comment is represented as follows: 𝑅1={𝑟𝑖1,𝑟𝑖2,𝑟𝑖3,⋯,𝑟𝑖𝑚}R1=ri1,ri2,ri3,⋯,rim (9) In the set Ri, rim deno...