Artificial Neural Networks as a powerful numerical tool to classify specific features of a tooth based on 3D scan data

S Raith, EP Vogel, N Anees, C Keul, JF Güth… - Computers in biology …, 2017 - Elsevier
Chairside manufacturing based on digital image acquisition is gainingincreasing importance
in dentistry. For the standardized application of these methods, it is paramount to have …

Automatic human identification from panoramic dental radiographs using the convolutional neural network

F Fan, W Ke, W Wu, X Tian, T Lyu, Y Liu, P Liao… - Forensic science …, 2020 - Elsevier
Human identification is an important task in mass disaster and criminal investigations.
Although several automatic dental identification systems have been proposed, accurate and …

Digital dental X-ray image segmentation and feature extraction

AE Rad, MSM Rahim, A Norouzi - … Indonesian Journal of …, 2013 - journal.esperg.com
The process of analysis of such images is important in order to improve quantify medical
imaging systems. It is significant to analysis the dental x-ray images we need features of …

A fully automated method of human identification based on dental panoramic radiographs using a convolutional neural network

YH Kim, EG Ha, KJ Jeon, C Lee… - Dentomaxillofacial …, 2022 - academic.oup.com
Objectives: This study aimed to develop a fully automated human identification method
based on a convolutional neural network (CNN) with a large-scale dental panoramic …

Tooth labeling in cone-beam CT using deep convolutional neural network for forensic identification

Y Miki, C Muramatsu, T Hayashi, X Zhou… - Medical Imaging …, 2017 - spiedigitallibrary.org
In large disasters, dental record plays an important role in forensic identification. However,
filing dental charts for corpses is not an easy task for general dentists. Moreover, it is …

Classification and numbering of posterior teeth in bitewing dental images

F Aeini, F Mahmoudi - 2010 3rd international conference on …, 2010 - ieeexplore.ieee.org
The purpose of forensic dentistry is to identify individuals based on their dental
characteristics. In this paper, a methodology to classify and assign numbers to teeth in …

Automatic detection and classification of teeth in CT data

NT Duy, H Lamecker, D Kainmueller… - Medical Image Computing …, 2012 - Springer
We propose a fully automatic method for tooth detection and classification in CT or cone-
beam CT image data. First we compute an accurate segmentation of the maxilla bone …

DHI-GAN: improving dental-based human identification using generative adversarial networks

Y Lin, F Fan, J Zhang, J Zhou, P Liao… - … on Neural Networks …, 2022 - ieeexplore.ieee.org
In this work, a novel semisupervised framework is proposed to tackle the small-sample
problem of dental-based human identification (DHI), achieving enhanced performance via a …

[PDF][PDF] Dental x-ray image segmentation and multiple feature extraction

AE Rad, MSM Rahim, R Kumoi… - 2nd world conference on …, 2012 - academia.edu
The process of analysis of such images is important in order to improve quantify medical
imaging systems. It is significant to analysis the dental x-ray images we need features of …

Retrieving dental radiographs for post-mortem identification

A Abaza, A Ross, H Ammar - 2009 16th IEEE International …, 2009 - ieeexplore.ieee.org
Automating the process of postmortem identification of deceased individuals based on
dental characteristics is receiving increased attention. With the large number of victims …