High-throughput estimation of crop traits: A review of ground and aerial phenotyping platforms

X Jin, PJ Zarco-Tejada, U Schmidhalter… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
Crop yields need to be improved in a sustainable manner to meet the expected worldwide
increase in population over the coming decades as well as the effects of anticipated climate …

Intelligent food processing: Journey from artificial neural network to deep learning

J Nayak, K Vakula, P Dinesh, B Naik, D Pelusi - Computer Science Review, 2020 - Elsevier
Since its initiation, ANN became popular and also plays a key role in enhancing the latest
technology. With an increase in industrial automation and the Internet of Things, now it is …

[HTML][HTML] Application of near-infrared spectroscopy for the nondestructive analysis of wheat flour: A review

S Zhang, S Liu, L Shen, S Chen, L He, A Liu - Current Research in Food …, 2022 - Elsevier
The quality and safety of wheat flour are of public concern since they are related to the
quality of flour products and human health. Therefore, efficient and convenient analytical …

Quantitative assessment of wheat quality using near‐infrared spectroscopy: A comprehensive review

Z Du, W Tian, M Tilley, D Wang… - … Reviews in Food …, 2022 - Wiley Online Library
Wheat is one of the most widely cultivated crops throughout the world. A great need exists
for wheat quality assessment for breeding, processing, and products production purposes …

Artificial neural networks and multiple linear regression as potential methods for modeling seed yield of safflower (Carthamus tinctorius L.)

M Abdipour, M Younessi-Hmazekhanlu… - Industrial crops and …, 2019 - Elsevier
Modeling relationships between safflower seed yield (SY) and its components would be
helpful to understand the most important trait-(s) with significant effects on seed yield, which …

Applications of imaging systems for the assessment of quality characteristics of bread and other baked goods: A review

SJ Olakanmi, DS Jayas, J Paliwal - Comprehensive Reviews in …, 2023 - Wiley Online Library
One of the most widely researched topics in the food industry is bread quality analysis.
Different techniques have been developed to assess the quality characteristics of bakery …

Review–Plant nutritional status analysis employing the visible and near-infrared spectroscopy spectral sensor

SADM Zahir, MF Jamlos, AF Omar, MA Jamlos… - … Acta Part A: Molecular …, 2024 - Elsevier
Experiments demonstrated that visible and near-infrared (Vis-NIR) spectroscopy is a highly
reliable tool for determining the nutritional status of plants. Although numerous studies on …

Insect protein content analysis in handcrafted fitness bars by NIR spectroscopy. Gaussian process regression and data fusion for performance enhancement of …

KB Beć, J Grabska, N Plewka, CW Huck - Molecules, 2021 - mdpi.com
Future food supply will become increasingly dependent on edible material extracted from
insects. The growing popularity of artisanal food products enhanced by insect proteins …

Effect of wheat grain protein composition on end-use quality

A Sharma, S Garg, I Sheikh, P Vyas… - Journal of food science …, 2020 - Springer
The quality of wheat products has been a new challenge next to wheat production which
was achieved substantially during green revolution. The end-use quality of wheat is an …

A Lightweight convolutional neural network for nicotine prediction in tobacco by near-infrared spectroscopy

D Wang, F Zhao, R Wang, J Guo, C Zhang… - Frontiers in Plant …, 2023 - frontiersin.org
The content of nicotine, a critical component of tobacco, significantly influences the quality of
tobacco leaves. Near-infrared (NIR) spectroscopy is a widely used technique for rapid, non …