activity
20122018
most citedReclassification formula that provides to surpass K-means method

5 citations · 15 across the 8 of their papers we have counts for

collaborators

8 papers

math.RA2018★ 1 cited

Symmetry of the triple octonionic product

Mikhail Kharinov

The Hermitian decomposition of a linear operator is generalized to the case of two or more operations. An additive expansion of the product of three octonions into three parts is c…

math.RA2018

Product of three octonions

Mikhail Kharinov

This paper is devoted to octonions that are the eight-dimensional hypercomplex numbers characterized by multiplicative non-associativity. The decomposition of the product of three…

cs.CV2016★ 1 cited

Reversible Image Merging for Low-level Machine Vision

Mikhail Kharinov

In this paper a hierarchical model for pixel clustering and image segmentation is developed. In the model an image is hierarchically structured. The original image is treated as a…

cs.CV2014★ 3 cited

Information quantity in a pixel of digital image

M. Kharinov

The paper is devoted to the problem of integer-valued estimating of information quantity in a pixel of digital image. The definition of an integer estimation of information quantit…

cs.CV2014★ 2 cited

Hierarchical pixel clustering for image segmentation

M. Kharinov

In the paper a piecewise constant image approximations of sequential number of pixel clusters or segments are treated. A majorizing of optimal approximation sequence by hierarchica…

cs.CV2013★ 2 cited

Image segmentation by optimal and hierarchical piecewise constant approximations

M. Kharinov

Piecewise constant image approximations of sequential number of segments or clusters of disconnected pixels are treated. The method of majorizing of optimal approximation sequence…

cs.CV2012★ 5 cited

Reclassification formula that provides to surpass K-means method

M. Kharinov

The paper presents a formula for the reclassification of multidimensional data points (columns of real numbers, "objects", "vectors", etc.). This formula describes the change in th…

cs.CV2012★ 1 cited

Stable Segmentation of Digital Image

M. Kharinov

In the paper the optimal image segmentation by means of piecewise constant approximations is considered. The optimality is defined by a minimum value of the total squared error or…