[HTML][HTML] NIR sensors combined with chemometric algorithms in intelligent quality evaluation of sweetpotato roots from 'Farm'to 'Table': Progresses, challenges, trends …

Y Wang, L Xing, HJ He, J Zhang, KW Chew, X Ou - Food Chemistry: X, 2024 - Elsevier
NIR sensors, in conjunction with advanced chemometric algorithms, have proven to be a
powerful and efficient tool for intelligent quality evaluation of sweetpotato roots throughout …

Developing and Deploying End‐to‐End Machine Learning Systems for Social Impact: A Rubric and Practical Artificial Intelligence Case Studies From African Contexts

E Bainomugisha, J Nakatumba‐Nabende - Applied AI Letters, 2024 - Wiley Online Library
Artificial intelligence (AI) and machine learning have demonstrated the potential to provide
solutions to societal challenges, for example, automated crop diagnostics for smallholder …

[HTML][HTML] Hyperspectral imaging and explainable deep-learning for non-destructive quality prediction of sweetpotato

MT Ahmed, A Villordon, M Kamruzzaman - Postharvest Biology and …, 2025 - Elsevier
The recent combination of hyperspectral imaging (HSI) and deep learning, particularly
through convolutional neural networks (CNN), offers a non-destructive and innovative …

Color and Grey‐Level Co‐Occurrence Matrix Analysis for Predicting Sensory and Biochemical Traits in Sweet Potato and Potato

JS Nantongo, E Serunkuma, G Burgos… - … Journal of Food …, 2024 - Wiley Online Library
In sweet potato and potato, sensory traits are critical for acceptance by consumers, growers,
and traders, hence underpinning the success or failure of a new cultivar. A quick analytical …

Near infrared spectroscopy models to predict sensory and texture traits of sweetpotato roots

JS Nantongo, E Serunkuma… - Journal of Near …, 2024 - journals.sagepub.com
High-throughput phenotyping technologies successfully employed in plant breeding and
precision agriculture could facilitate the screening process for developing consumer …

SSFLNet: A Novel Fault Diagnosis Method for Double Shield TBM Tool System

P Zhou, C Liu, J Xu, D Ma, Z Wang, E He - Sensors, 2024 - mdpi.com
In tunnel boring projects, wear and tear in the tooling system can have significant
consequences, such as decreased boring efficiency, heightened maintenance costs, and …

[PDF][PDF] Genomic-Assisted Nutritional and Quality Breeding Efforts in Sweetpotato

RT Ssali, BM Oloka, VA Amankwaah… - The Sweetpotato …, 2024 - library.oapen.org
Abstract Sweetpotato, Ipomoea Batatas L., is widely considered as a staple food in many
developing countries especially in sub-Saharan Africa (SSA). It has storage roots that are …

Enhancing Yam Quality Detection Through Computer Vision in Iot and Robotics Applications

J Audu, A Adegbenjo, E Ajisegiri… - Available at SSRN …, 2023 - papers.ssrn.com
This study introduces a comprehensive framework aimed at automating the process of
detecting yam tuber quality attributes. This is achieved through the integration of Internet of …

Cassava Root Disease Classification Using Deep Learning Techniques

K Seethalakshmi, A Bhagyalakshmi… - 2024 Third …, 2024 - ieeexplore.ieee.org
Crop like cassava plays a crucial role in regions facing food insecurity, serving as a primary
food source. However, the susceptibility of cassava to various diseases poses a significant …