[HTML][HTML] Identification of bullets fired from air guns using machine and deep learning methods

MRK Mookiah, R Puch-Solis, NN Daeid - Forensic science international, 2023 - Elsevier
Ballistics (the linkage of bullets and cartridge cases to weapons) is a common type of
evidence encountered in criminal cases around the world. The interest lies in determining …

Automated firearm classification from bullet markings using deep learning

P Pisantanaroj, P Tanpisuth, P Sinchavanwat… - IEEE …, 2020 - ieeexplore.ieee.org
Firearm violence is one of the leading causes of death in many countries around the world,
including Thailand. This work proposes a fast and accurate automated method to classify …

Study on enhanced deep learning approaches for value-added identification and segmentation of striation marks in bullets for precise firearm classification

SK Dutta, S Saikia, A Barman, R Roy, K Bora… - Applied Soft …, 2021 - Elsevier
Post-crime, identifying firearm types from remnants of fired bullets is a daunting task for any
ballistic expert. The features used for identification are few and almost obliterated due to …

Exploring lightweight convolution neural networks for segmenting striation marks from firearm bullet images

G Chyrmang, B Barua, K Bora, R Suresh - Forensic Imaging, 2024 - Elsevier
In the field of forensic ballistic science, the identification of firearms is accomplished by
examining the class and individual distinctive marks of fired bullets or cartridge casings …

[PDF][PDF] Научни и методологични основи на съдебно-балистичната експертиза

S Letskovska, S Stoyanov - КОМПЮТЪРНИ НАУКИ И КОМУНИКАЦИИ, 2020 - csc.bfu.bg
СЪДЪРЖАНИЕ 1. Научни основи на идентификационните изследвания при съдебно-
балистична експертиза1. 1. Основни методи, използвани при съдебни-балистични …

Анализ следов на выстреленных пулях методами конгруэнтно совпадающих сегментов профилей и -ближайших соседей

ВА Федоренко, КО Сорокина, ПВ Гиверц - Информационные …, 2021 - mathnet.ru
В статье рассматривается проблема классификации сравниваемых изображений
следов полей нарезов на выстреленных пулях по категориям “совпадающие” и …

Firearms and Ammunitions: A Sentient Approach to Criminal Investigation

S Sawhney, A Johri, P Chhabra - Crime Scene Management within …, 2022 - Springer
Firearms and ammunition have been in use since 100 AD in China. Since then, their
approach and advancement have been taking place with passage of time. With guns, ammo …

Development of an ai-enabled video capturing device for bullet trajectory analysis and ballistic research

S Handique, S Saha, R Suresh, LB Mahanta - ITEGAM-JETIA, 2024 - itegam-jetia.org
A ballistic experts' discipline is the ability to compare the characteristic marks found on the
surface of different fired bullets to determine whether they were fired from the same gun …

[PDF][PDF] НАУЧНИ И МЕТОДОЛОГИЧНИ ОСНОВИ НА СЪДЕБНО-БАЛИСТИЧНАТА ЕКСПЕРТИЗА

С Стоянов, С Лецковска - 2023 - research.bfu.bg
▪ Проби за сравнително изследване. Видът на обекта и същността на въпросите,
поставени за разрешаване от експерта, определят избора на определени методи за …

Analysis of Traces on Discharged Bullets by the Congruent Matching Profile Segments Method and k-Nearest Neighbors

VA Fedorenko, KO Sorokina, PV Giverts - Programming and Computer …, 2023 - Springer
This paper discusses the problem of classifying images of land impressions on discharged
bullets in terms of the “match” and “non-match” categories. The research is aimed at …