5 citations · 15 across the 8 of their papers we have counts for
6 papers · 1 filter
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…
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…
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…
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…
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…
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…