What can artificial intelligence approaches bring to an improved and efficient harvesting and postharvest handling of date fruit (Phoenix dactylifera L.)? A review

Y Noutfia, E Ropelewska - Postharvest Biology and Technology, 2024 - Elsevier
Date fruit (Phoenix dactylifera L.) is known for its diversity in terms of genotypes that differ in
shape, color, texture, taste, and other physical and sensory attributes, in addition to …

[HTML][HTML] Physiological response, phytochemicals, antioxidant, and enzymatic activity of date palm (Phoenix dactylifera L.) cultivated under different storage time …

HS El-Beltagi, ST Shah, HI Mohamed, N Alam… - Saudi Journal of …, 2023 - Elsevier
The quality of date palm is highly influenced by postharvest techniques, storage, and
processing effects. Fruits stored at room temperature result in dehydration, whereas higher …

DPXception: a lightweight CNN for image-based date palm species classification

M Safran, W Alrajhi, S Alfarhood - Frontiers in Plant Science, 2024 - frontiersin.org
Introduction Date palm species classification is important for various agricultural and
economic purposes, but it is challenging to perform based on images of date palms alone …

Application of image analysis and machine learning for the assessment of grape (Vitis L.) berry behavior under different storage conditions

E Ropelewska, Y Noutfia - European Food Research and Technology, 2024 - Springer
Fresh grapes are characterized by a short shelf life and are often subjected to quality losses
during post-harvest storage. The quality assessment of grapes using image analysis may be …

Distinguishing Cyst Nematode Species Using Image Textures and Artificial Neural Networks

E Ropelewska, A Skwiercz, M Sobczak - Agronomy, 2023 - mdpi.com
Cyst nematodes are plant parasitic nematodes infecting crops, causing extensive crop
damage and annual losses, and affecting food production. The precise species identification …

Recognition performance of different artificial neural networks for distinguishing banana slices subjected to different combinations of pretreatment and microwave …

N Çetin, E Ropelewska, Y Noutfia, S Günaydın - Food Control, 2024 - Elsevier
This study was aimed at assessing the effect of microwave drying at 100, 200, or 300 W on
the quality of Cavendish banana slices without pretreatment and with pretreatment using 5 …

Machine Learning Based Palm Farming: Harvesting and Disease Identification

SZ Khan, S Dhou, AR Al-Ali - IEEE Access, 2024 - ieeexplore.ieee.org
In the culturally and economically vital date palm sector of the Arab world, precise
assessment of fruit maturity, type, and disease is crucial for optimizing yield, quality, and …

[HTML][HTML] Exploration of Convective and Infrared Drying Effect on Image Texture Parameters of 'Mejhoul'and 'Boufeggous' Date Palm Fruit Using Machine Learning …

Y Noutfia, E Ropelewska - Foods, 2024 - pmc.ncbi.nlm.nih.gov
Date palm (Phoenix dactylifera L.) fruit samples belonging to the 'Mejhoul'and 'Boufeggous'
cultivars were harvested at the Tamar stage and used in our experiments. Before scanning …

果蔬分拣设备研究现状及发展趋势

柳军, 孔杰, 皮杰, 周成钢 - 中国农机化学报, 2024 - zgnjhxb.niam.com.cn
果蔬商品化产后处理能力较低导致我国的果蔬在国际市场上核心竞争力不足,
其中后处理最主要的步骤就是果蔬分拣, 而果蔬分拣设备能够有效的提高分拣效率, 解放劳动力 …

Innovative Date Fruit Classifier Based on Scatter Wavelet and Stacking Ensemble

AA Al-Kharaz, ABA Alwahhab… - … and Innovation Journal, 2024 - hightechjournal.org
Dates are essential fruits loaded with vital nutrients that keep bones healthy and prevent
bone-related disorders. Approximately 8.46 million tons of different types of dates are …