Comparison of machine learning approaches for radioisotope identification using NaI(TI) gamma-ray spectrum

Automatic and Real-Time Identification of Radionuclides in Gamma-Ray Spectra: A New Method Based on Convolutional Neural Network Trained With Synthetic Data Set

(2020) G. Daniel et al.   IEEE TRANSACTIONS ON NUCLEAR SCIENCE

Gamma spectrum stabilization method based on nonlinear least squares optimization

(2020) Ye Chen et al.   APPLIED RADIATION AND ISOTOPES

An automated isotope identification and quantification algorithm for isotope mixtures in low-resolution gamma-ray spectra

(2018) Mark Kamuda et al.   RADIATION PHYSICS AND CHEMISTRY

A comparison of machine learning methods for automated gamma-ray spectroscopy

(2018) Mark Kamuda et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

Automated Isotope Identification Algorithm Using Artificial Neural Networks

(2017) M. Kamuda et al.   IEEE TRANSACTIONS ON NUCLEAR SCIENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Data and software tools for gamma radiation spectral threat detection and nuclide identification algorithm development and evaluation

(2015) David Portnoy et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

The validation of synthetic spectra used in the performance evaluation of radionuclide identifiers

(2013) A. Flynn et al.   APPLIED RADIATION AND ISOTOPES

Kernel-Based Machine Learning for Background Estimation of NaI Low-Count Gamma-Ray Spectra

(2013) M. Alamaniotis et al.   IEEE TRANSACTIONS ON NUCLEAR SCIENCE

Temperature peak-shift correction methods for NaI(Tl) and LaBr3(Ce) gamma-ray spectrum stabilisation

(2012) R. Casanovas et al.   RADIATION MEASUREMENTS

What Is a Savitzky-Golay Filter? [Lecture Notes]

(2011) Ronald Schafer   IEEE SIGNAL PROCESSING MAGAZINE

Neighborhood classifiers

(2006) Q HU et al.   EXPERT SYSTEMS WITH APPLICATIONS