Machine learning applications to non-destructive defect detection in horticultural products JFI Nturambirwe, UL Opara Biosystems engineering 189, 60-83, 2020 | 108 | 2020 |
Non-destructive measurement of internal quality of apple fruit by a contactless NIR spectrometer with genetic algorithm model optimization JFI Nturambirwe, HH Nieuwoudt, WJ Perold, UL Opara Scientific African 3, e00051, 2019 | 39 | 2019 |
Recent Advancements on Vibrational Spectroscopic Techniques for the Detection of Authenticity and Adulteration in Horticultural Products with a Specific Focus on Oils, Juices … E Arendse, H Nieuwoudt, LS Magwaza, JFI Nturambirwe, OA Fawole, ... Food and Bioprocess Technology, 1935-5149, 2020 | 35 | 2020 |
Classification learning of latent bruise damage to apples using shortwave infrared hyperspectral imaging JFI Nturambirwe, WJ Perold, UL Opara Sensors 21 (15), 4990, 2021 | 21 | 2021 |
Detecting Bruise Damage and Level of Severity in Apples using a Contactless NIR Spectrometer JFI Nturambirwe, HH Nieuwoudt, WJ Perold, UL Opara Applied Engineering in Agriculture 36 (3), 257-270, 2020 | 18 | 2020 |
Feature reduction for the classification of bruise damage to apple fruit using a contactless FT-NIR spectroscopy with machine learning JFI Nturambirwe, EA Hussein, M Vaccari, C Thron, WJ Perold, UL Opara Foods 12 (1), 210, 2023 | 16 | 2023 |
Performance of genetic algorithm in optimization of NIRS PLS models to predict apple fruit quality JFI Nturambirwe, HH Nieuwoudt, UL Opara, WJ Perold VII International Conference on Managing Quality in Chains (MQUIC2017) and …, 2017 | 4 | 2017 |
Advances in spectral techniques for fruit quality evaluation: case of ULF-NMR and NIRS JFI Nturambirwe Ph. D. Thesis, 2017 | 3 | 2017 |
Non-destructive measurement of internal fruit quality using SQUID-NMR techniques JFI Nturambirwe Stellenbosch: Stellenbosch University, 2012 | 3 | 2012 |
Superconducting quantum interference device (SQUID) magnetometers: Principles, fabrication and applications JFI Nturambirwe Postgraduate diploma assay, May, 2010 | 3 | 2010 |
A Squid-Detected NMR Relaxation Study of Banana Fruit Ripening JFI Nturambirwe, WJ Perold, UL Opara Applied Engineering in Agriculture 37 (2), 219-231, 2021 | 2 | 2021 |
A HTS dc SQUID-NMR: fabrication of the SQUID and application to low-field NMR for fruit quality detection JFI Nturambirwe, WJ Perold, LU Opara Sensors, MEMS and electro-optical systems 9257, 155-165, 2014 | 2 | 2014 |
Near infrared spectrometric technique for testing fruit quality: Optimisation of regression models using genetic algorithms JFI Nturambirwe, WJ Perold, UL Opara Fourth Conference on Sensors, MEMS, and Electro-Optic Systems 10036, 214-220, 2017 | 1 | 2017 |
Application of Fourier-transform near-infrared spectroscopy (FT-NIRS) combined with chemometrics for evaluation of quality attributes of dried pomegranate arils EE Okere, E Arendse, JFI Nturambirwe, H Nieuwoudt, OA Fawole, ... Acta Hortic. 1349, 365 - 370, 2022 | | 2022 |
Advances in spectral techniques for fruit quality evaluation: case of ULF-NMR and NIRS JF Isingizwe Nturambirwe Stellenbosch: Stellenbosch University, 2017 | | 2017 |
ULTRA-LOW FIELD MAGNETIC RESONANCE FOR FRUIT QUALITY TESTING FNJ Isingizwe, WJ Perold, LU Opara SESSION CHAIRS, 23, 2014 | | 2014 |