Evaluation of convolutional neural network for non-destructive detection of imidacloprid and acetamiprid residues in chili pepper (Capsicum frutescens L.) based on …

P Ong, CW Yeh, IL Tsai, WJ Lee, YJ Wang… - … Acta Part A: Molecular …, 2023 - Elsevier
Consumption of agricultural products with pesticide residue is risky and can negatively affect
health. This study proposed a nondestructive method of detecting pesticide residues in chili …

Nondestructive identification of pesticide residues on the Hami melon surface using deep feature fusion by Vis/NIR spectroscopy and 1D‐CNN

G Yu, B Ma, J Chen, X Li, Y Li… - Journal of Food Process …, 2021 - Wiley Online Library
Nondestructive identification of pesticide residues remains a challenge in terms of fruit safety
assessment. In this study, a novel method based on visible/near‐infrared (Vis/NIR) …

[HTML][HTML] Discrimination of pesticide residue levels on the hami melon surface using multiscale convolution

G Yu, B Ma, H Li, Y Hu, Y Li - Foods, 2022 - mdpi.com
Pesticide residues directly or indirectly threaten the health of humans and animals. We need
a rapid and nondestructive method for the safety evaluation of fruits. In this study, the …

Quantitative analysis of residues of chlorpyrifos in corn oil based on Fourier transform near-infrared spectroscopy and deep transfer learning

H Jiang, Y Xue, Q Chen - Infrared Physics & Technology, 2023 - Elsevier
This study introduces a novel deep transfer learning (DTL) approach based on convolutional
neural networks (CNN) and Fourier transform near-infrared (FT-NIR) spectroscopy to …

[HTML][HTML] Nondestructive Detection of Pesticide Residue (Chlorpyrifos) on Bok Choi (Brassica rapa subsp. Chinensis) Using a Portable NIR Spectrometer Coupled with …

R Lapcharoensuk, C Fhaykamta, W Anurak… - Foods, 2023 - mdpi.com
The contamination of agricultural products, such as vegetables, by pesticide residues has
received considerable attention worldwide. Pesticide residue on vegetables constitutes a …

[HTML][HTML] Evaluation of different models for non-destructive detection of tomato pesticide residues based on near-infrared spectroscopy

AS Nazarloo, VR Sharabiani, YA Gilandeh… - Sensors, 2021 - mdpi.com
In this study, the possibility of non-destructive detection of tomato pesticide residues was
investigated using Vis/NIRS and prediction models such as PLSR and ANN. First, Vis/NIR …

Comparison of the performance of different one-dimensional convolutional neural network models-based near-infrared spectra for determination of chlorpyrifos …

Y Xue, C Zhu, H Jiang - Infrared Physics & Technology, 2023 - Elsevier
This study introduces a fast analytical approach for detecting chlorpyrifos residues in corn
oil, based on a one-dimensional convolutional neural network (1D-CNN) structure for near …

Non-destructive detection of pesticide residues in cucumber using visible/near-infrared spectroscopy

B Jamshidi, E Mohajerani, J Jamshidi… - Food Additives & …, 2015 - Taylor & Francis
The feasibility of using visible/near-infrared (Vis/NIR) spectroscopy was assessed for non-
destructive detection of diazinon residues in intact cucumbers. Vis/NIR spectra of diazinon …

[HTML][HTML] Detection of pesticide residue level in grape using hyperspectral imaging with machine learning

W Ye, T Yan, C Zhang, L Duan, W Chen, H Song… - Foods, 2022 - mdpi.com
Rapid and accurate detection of pesticide residue levels can help to prevent the harm of
pesticide residue. This study used visible/near-infrared (Vis-NIR)(376–1044 nm) and near …

[HTML][HTML] Multiscale deepspectra network: detection of pyrethroid pesticide residues on the hami melon

G Yu, H Li, Y Li, Y Hu, G Wang, B Ma, H Wang - Foods, 2023 - mdpi.com
The problem of pyrethroid residues has become a topical issue, posing a potential food
safety concern. Pyrethroid pesticides are widely used to prevent and combat pests in Hami …