Computer vision and machine learning based approaches for food security: A review

S Sood, H Singh - Multimedia Tools and Applications, 2021 - Springer
With the rapidly increase of population every day, it has become a major issue to fulfill
everyone's need for food products (ie, vegetables, fruits, milk, wheat, etc.) due to limited …

[PDF][PDF] Analysis on digital image processing for plant health monitoring

A Granwehr, V Hofer - Journal of Computing and Natural Science, 2021 - anapub.co.ke
The country's ability to become self-sufficient in food production is becoming increasingly
important. Agriculture is the primary occupation of a large portion of the population in …

[HTML][HTML] VegNet: Dataset of vegetable quality images for machine learning applications

Y Suryawanshi, K Patil, P Chumchu - Data in Brief, 2022 - Elsevier
The agricultural industry has an unmet requirement for quick and accurate classification or
recognition of vegetables according to the quality criteria. This open research problem …

[HTML][HTML] A critical review on computer vision and artificial intelligence in food industry

V Kakani, VH Nguyen, BP Kumar, H Kim… - Journal of Agriculture …, 2020 - Elsevier
Emerging technologies such as computer vision and Artificial Intelligence (AI) are estimated
to leverage the accessibility of big data for active training and yielding operational real time …

Technological advancements in automated crop pest and disease detection: A review & ongoing research

V Sharma, AK Tripathi, H Mittal - … International Conference on …, 2022 - ieeexplore.ieee.org
Automated crop pests and disease detection have fateful effects on food safety, leading to
significant deterioration in agriculture products. The effects of crop diseases and pests can …

Recent advancement in postharvest loss mitigation and quality management of fruits and vegetables using machine learning frameworks

A Singh, G Vaidya, V Jagota, DA Darko… - Journal of Food …, 2022 - Wiley Online Library
Agriculture is an important component of the concept of sustainable development. Given the
projected population growth, sustainable agriculture must accomplish food security while …

[HTML][HTML] Application of machine vision system in food detection

Z Xiao, J Wang, L Han, S Guo, Q Cui - Frontiers in Nutrition, 2022 - frontiersin.org
Food processing technology is an important part of modern life globally and will undoubtedly
play an increasingly significant role in future development of industry. Food quality and …

A concise review on food quality assessment using digital image processing

M Meenu, C Kurade, BC Neelapu, S Kalra… - Trends in Food Science …, 2021 - Elsevier
Background Recent advances in signal processing technology and computational power
have increased the attention towards computer vision-based techniques in diverse …

[HTML][HTML] Deep learning and machine vision for food processing: A survey

L Zhu, P Spachos, E Pensini, KN Plataniotis - Current Research in Food …, 2021 - Elsevier
The quality and safety of food is an important issue to the whole society, since it is at the
basis of human health, social development and stability. Ensuring food quality and safety is …

An intelligent computer vision system for vegetables and fruits quality inspection using soft computing techniques

VG Narendra - Agricultural Engineering International: CIGR Journal, 2019 - cigrjournal.org
The quality of food products is very important for the human health. The large population and
the increased requirements of food products makes it difficult to arrive the desired quality …