Image Segmentation Based on the Evaluation of the Tendency of Image Elements to form Clusters with the Help of Point Field Characteristics
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| 024 | 7 | 0 | |a 10.1007/s10559-015-9762-5 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s10559-015-9762-5 | ||
| 245 | 0 | 0 | |a Image Segmentation Based on the Evaluation of the Tendency of Image Elements to form Clusters with the Help of Point Field Characteristics |h [Elektronische Daten] |c [R. Kosarevych, B. Rusyn, V. Korniy, T. Kerod] |
| 520 | 3 | |a A new approach to the segmentation of an image is proposed on the basis of modeling the spatial distribution of points in the image plane and their ability to identify clusters. Based on detected histogram peaks, a sequence of dominant brightness values (brightnesses) is formed for each fragment of the image. Point fields are formed for each image brightness and the presence of clusters is checked with the help of second-order characteristics of these point fields. The union of all the brightnesses for which point fields form clusters forms the object of segmentation. The results of segmentation of several images are given as compared with those of the thresholding and seed region growing methods. | |
| 540 | |a Springer Science+Business Media New York, 2015 | ||
| 690 | 7 | |a image segmentation |2 nationallicence | |
| 690 | 7 | |a clusterization |2 nationallicence | |
| 690 | 7 | |a point field |2 nationallicence | |
| 690 | 7 | |a spatial distribution |2 nationallicence | |
| 690 | 7 | |a local extremum |2 nationallicence | |
| 700 | 1 | |a Kosarevych |D R. |u G. V. Karpenko Physico-Mechanical Institute, National Academy of Sciences of Ukraine, Lviv, Ukraine |4 aut | |
| 700 | 1 | |a Rusyn |D B. |u G. V. Karpenko Physico-Mechanical Institute, National Academy of Sciences of Ukraine, Lviv, Ukraine |4 aut | |
| 700 | 1 | |a Korniy |D V. |u G. V. Karpenko Physico-Mechanical Institute, National Academy of Sciences of Ukraine, Lviv, Ukraine |4 aut | |
| 700 | 1 | |a Kerod |D T. |u G. V. Karpenko Physico-Mechanical Institute, National Academy of Sciences of Ukraine, Lviv, Ukraine |4 aut | |
| 773 | 0 | |t Cybernetics and Systems Analysis |d Springer US; http://www.springer-ny.com |g 51/5(2015-09-01), 704-713 |x 1060-0396 |q 51:5<704 |1 2015 |2 51 |o 10559 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s10559-015-9762-5 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s10559-015-9762-5 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Kosarevych |D R. |u G. V. Karpenko Physico-Mechanical Institute, National Academy of Sciences of Ukraine, Lviv, Ukraine |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Rusyn |D B. |u G. V. Karpenko Physico-Mechanical Institute, National Academy of Sciences of Ukraine, Lviv, Ukraine |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Korniy |D V. |u G. V. Karpenko Physico-Mechanical Institute, National Academy of Sciences of Ukraine, Lviv, Ukraine |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Kerod |D T. |u G. V. Karpenko Physico-Mechanical Institute, National Academy of Sciences of Ukraine, Lviv, Ukraine |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Cybernetics and Systems Analysis |d Springer US; http://www.springer-ny.com |g 51/5(2015-09-01), 704-713 |x 1060-0396 |q 51:5<704 |1 2015 |2 51 |o 10559 | ||