Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination.
This article describes the software implementation of the system for extracting and evaluating information features from 2D images of bone fractures and bone objects for classifying fractures and identifying the alleged instrument that caused the injury. As parameters, the textural characteristics o...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Belarusian National Technical University
2022-12-01
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| Series: | Sistemnyj Analiz i Prikladnaâ Informatika |
| Subjects: | |
| Online Access: | https://sapi.bntu.by/jour/article/view/578 |
| _version_ | 1797873746055266304 |
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| author | A. A. Doudkin A. A. Voronov V. V. Ganchenko E. E. Marushko L. P. Podenok A. V. Inyutin |
| author_facet | A. A. Doudkin A. A. Voronov V. V. Ganchenko E. E. Marushko L. P. Podenok A. V. Inyutin |
| author_sort | A. A. Doudkin |
| collection | DOAJ |
| description | This article describes the software implementation of the system for extracting and evaluating information features from 2D images of bone fractures and bone objects for classifying fractures and identifying the alleged instrument that caused the injury. As parameters, the textural characteristics of Haralick, local binary patterns of pixels for 2D images, Gabor filters, Laws energy texture characteristics for 2D images are considered. The analysis carried out on basis of information content estimation to select the features that are most suitable for solving the problem of bone fractures classification. The results will be used for development of methods for complex forensic examination of complex polygonal surfaces of solid objects for automated system for analyzing digital images. |
| first_indexed | 2024-04-10T01:20:02Z |
| format | Article |
| id | doaj.art-cebdaa4c41e949ed8d329b77443bb0fe |
| institution | Directory Open Access Journal |
| issn | 2309-4923 2414-0481 |
| language | English |
| last_indexed | 2024-04-10T01:20:02Z |
| publishDate | 2022-12-01 |
| publisher | Belarusian National Technical University |
| record_format | Article |
| series | Sistemnyj Analiz i Prikladnaâ Informatika |
| spelling | doaj.art-cebdaa4c41e949ed8d329b77443bb0fe2023-03-13T09:47:42ZengBelarusian National Technical UniversitySistemnyj Analiz i Prikladnaâ Informatika2309-49232414-04812022-12-0103222710.21122/2309-4923-2022-3-22-27430Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination.A. A. Doudkin0A. A. Voronov1V. V. Ganchenko2E. E. Marushko3L. P. Podenok4A. V. Inyutin5Объединенный институт проблем информатики НАН БеларусиОбъединенный институт проблем информатики НАН БеларусиОбъединенный институт проблем информатики НАН БеларусиОбъединенный институт проблем информатики НАН БеларусиОбъединенный институт проблем информатики НАН БеларусиОбъединенный институт проблем информатики НАН БеларусиThis article describes the software implementation of the system for extracting and evaluating information features from 2D images of bone fractures and bone objects for classifying fractures and identifying the alleged instrument that caused the injury. As parameters, the textural characteristics of Haralick, local binary patterns of pixels for 2D images, Gabor filters, Laws energy texture characteristics for 2D images are considered. The analysis carried out on basis of information content estimation to select the features that are most suitable for solving the problem of bone fractures classification. The results will be used for development of methods for complex forensic examination of complex polygonal surfaces of solid objects for automated system for analyzing digital images.https://sapi.bntu.by/jour/article/view/578костные объектытекстурные характеристикилокальные бинарные образцы |
| spellingShingle | A. A. Doudkin A. A. Voronov V. V. Ganchenko E. E. Marushko L. P. Podenok A. V. Inyutin Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination. Sistemnyj Analiz i Prikladnaâ Informatika костные объекты текстурные характеристики локальные бинарные образцы |
| title | Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination. |
| title_full | Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination. |
| title_fullStr | Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination. |
| title_full_unstemmed | Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination. |
| title_short | Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination. |
| title_sort | experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination |
| topic | костные объекты текстурные характеристики локальные бинарные образцы |
| url | https://sapi.bntu.by/jour/article/view/578 |
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