Recent advances of optical imaging in the drying process of grains–a review

KA Jimoh, N Hashim, R Shamsudin, HC Man… - Journal of Stored …, 2023 - Elsevier
The ability to meet the demand for healthy dried grains by consumers is a great motivation
for industrial grain processors to ensure grain quality retention during the drying process …

Computer vision and machine learning for smart farming and agriculture practices

K Kalinaki, W Shafik, TJL Gutu… - Artificial intelligence tools …, 2023 - igi-global.com
The advent of cutting-edge techniques such as Computer Vision (CV) and Artificial
Intelligence (AI) have sparked a revolution in the agricultural industry, with applications …

Machine Learning Application in Horticulture and Prospects for Predicting Fresh Produce Losses and Waste: A Review

IK Opara, UL Opara, JA Okolie, OA Fawole - Plants, 2024 - mdpi.com
The current review examines the state of knowledge and research on machine learning (ML)
applications in horticultural production and the potential for predicting fresh produce losses …

BiMAE-A Bimodal Masked Autoencoder Architecture for Single-Label Hyperspectral Image Classification

M Kukushkin, M Bogdan… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Hyperspectral imaging offers manifold opportunities for applications that may not or only
partially be achieved within the visual spectrum. Our paper presents a novel approach for …

Classification of field wheat varieties based on a lightweight G-PPW-VGG11 model

Y Pan, X Yu, J Dong, Y Zhao, S Li, X Jin - Frontiers in Plant Science, 2024 - frontiersin.org
Introduction In agriculture, especially wheat cultivation, farmers often use multi-variety
planting strategies to reduce monoculture-related harvest risks. However, the subtle …

[HTML][HTML] DEW: A wavelet approach of rare sound event detection

S Gul, MS Khan, A Ur-Rehman - Plos one, 2024 - journals.plos.org
This paper presents a novel sound event detection (SED) system for rare events occurring in
an open environment. Wavelet multiresolution analysis (MRA) is used to decompose the …

[HTML][HTML] Free-Flowing Polymer-Bonded Powder Composition of Hexahydro-1, 3, 5-trinitro-1, 3, 5-triazine Using Solvent–Slurry Coating

MS Khan, M Ahsan, S Farrukh, E Pervaiz, AQ Malik - Polymers, 2024 - mdpi.com
A number of coating techniques have been used to improve the processability of high
explosives. These techniques are typically used for developing compositions, such as …

[HTML][HTML] Autoformer-Based Model for Predicting and Assessing Wheat Quality Changes of Pesticide Residues during Storage

Y Liu, Q Zhang, W Dong, Z Li, T Liu, W Wei, M Zuo - Foods, 2023 - mdpi.com
Proper grain storage plays a critical role in maintaining food quality. Among a variety of
grains, wheat has emerged as one of the most important grain reserves globally due to its …

Explainable Ensemble Machine Learning for Wheat Grain Identification

M Charytanowicz - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
In the last few years, significant progress has been made on the application of artificial
intelligence (AI) within a variety of domains, especially when used as autonomous decision …

[PDF][PDF] BiCAE-A Bimodal Convolutional Autoencoder for Seed Purity Testing

M Kukushkin, M Bogdan, T Schmid - 2024 - ai-2-ase.github.io
In the seed-producing industry, accurate assessment of harvested seeds for technical purity
is a necessary, yet timeconsuming and labor-intensive task. Automating this task holds …