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...
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| Format: | Article |
| Language: | English |
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Belarusian National Technical University
2022-12-01
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| Series: | Системный анализ и прикладная информатика |
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| Online Access: | https://sapi.bntu.by/jour/article/view/578 |
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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. |
| format | Article |
| id | doaj-art-cebdaa4c41e949ed8d329b77443bb0fe |
| institution | Kabale University |
| issn | 2309-4923 2414-0481 |
| language | English |
| publishDate | 2022-12-01 |
| publisher | Belarusian National Technical University |
| record_format | Article |
| series | Системный анализ и прикладная информатика |
| spelling | doaj-art-cebdaa4c41e949ed8d329b77443bb0fe2025-02-03T05:16:54ZengBelarusian National Technical UniversityСистемный анализ и прикладная информатика2309-49232414-04812022-12-0103222710.21122/2309-4923-2022-3-22-27430Experimental 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. Inyutin5United Institute of Informatics Problems of the National Academy of Sciences of BelarusUnited Institute of Informatics Problems of the National Academy of Sciences of BelarusUnited Institute of Informatics Problems of the National Academy of Sciences of BelarusUnited Institute of Informatics Problems of the National Academy of Sciences of BelarusUnited Institute of Informatics Problems of the National Academy of Sciences of BelarusUnited Institute of Informatics Problems of the National Academy of Sciences of BelarusThis 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/578bone fracturebone objectstexture featureslocal binary patterns |
| 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. Системный анализ и прикладная информатика bone fracture bone objects texture features local binary patterns |
| 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 | bone fracture bone objects texture features local binary patterns |
| url | https://sapi.bntu.by/jour/article/view/578 |
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