An overview on optical non-destructive detection of bruises in fruit: Technology, method, application, challenge and trend

M Mei, J Li - Computers and Electronics in Agriculture, 2023 - Elsevier
Background Bruising is a kind of subcutaneous tissue injury that does not involve the rupture
of fresh fruit epidermis. This damage can occur at any stage from picking, storage and …

The impact of high-quality data on the assessment results of visible/near-infrared hyperspectral imaging and development direction in the food fields: a review

H Xu, J Ren, J Lin, S Mao, Z Xu, Z Chen, J Zhao… - Journal of Food …, 2023 - Springer
Over the past decades, food quality and safety have seriously been disturbing public health.
Traditional monitoring methods of food-quality evaluation have been time consuming and …

Fruit quality and defect image classification with conditional GAN data augmentation

JJ Bird, CM Barnes, LJ Manso, A Ekárt, DR Faria - Scientia Horticulturae, 2022 - Elsevier
Abstract Contemporary Artificial Intelligence technologies allow for the employment of
Computer Vision to discern good crops from bad, providing a step in the pipeline of selecting …

[HTML][HTML] Recent progress and future prospects for mechanized harvesting of fruit crops with shaking systems

Y Pu, S Wang, F Yang, R Ehsani, L Zhao, C Li… - International Journal of …, 2023 - ijabe.org
Mechanized harvesting technologies with shaking systems for fruit industry have been
widely investigated and significantly developed over the past several decades which were …

[HTML][HTML] A review of external quality inspection for fruit grading using CNN models

LE Chuquimarca, BX Vintimilla, SA Velastin - Artificial Intelligence in …, 2024 - Elsevier
This article reviews the state of the art of recent CNN models used for external quality
inspection of fruits, considering parameters such as color, shape, size, and defects, used to …

Hyperspectral Imaging for Identification of an Invasive Plant Mikania micrantha Kunth

Y Huang, J Li, R Yang, F Wang, Y Li, S Zhang… - Frontiers in Plant …, 2021 - frontiersin.org
Mile-a-minute weed (Mikania micrantha Kunth) is considered as one of top 100 most
dangerous invasive species in the world. A fast and accurate detection technology will be …

[HTML][HTML] Classification of Hass avocado (persea americana mill) in terms of its ripening via hyperspectral images

J Pinto, H Rueda-Chacón, H Arguello - TecnoLógicas, 2019 - scielo.org.co
The use of non-invasive and low-cost methodologies allows the monitoring of fruit ripening
and quality control, without affecting the product under study. In particular, the Hass avocado …

Evaluation of machine learning methods for organic apple authentication based on diffraction grating and image processing

W Song, N Jiang, H Wang, G Guo - Journal of Food Composition and …, 2020 - Elsevier
Optical measuring technologies coupled with machine learning algorithms can be used to
build a home-made sensor system. We built such a sensor system using a smartphone and …

高光谱成像技术在水果品质无损检测中的研究进展.

陈龙跃, 段丹丹, 王凡, 孟翔宇… - Guangdong …, 2023 - search.ebscohost.com
优质水果的生产和销售离不开水果品质检测, 传统的水果品质检测手段精度低, 成本高,
时效性差, 破坏性强. 近年来, 随着科学技术的不断进步, 低成本, 高效率的水果品质无损检测技术 …

Hyperspectral FTIR imaging of olive fruit for understanding ripening processes

M González-Cabrera, A Domínguez-Vidal… - Postharvest Biology and …, 2018 - Elsevier
A combination of micro-FTIR hyperspectral imaging and chemometrics is proposed to better
understand biochemical changes in olive fruit during the ripening process without the need …