[HTML][HTML] Computer vision in smart agriculture and precision farming: Techniques and applications

S Ghazal, A Munir, WS Qureshi - Artificial Intelligence in Agriculture, 2024 - Elsevier
The transformation of age-old farming practices through the integration of digitization and
automation has sparked a revolution in agriculture that is driven by cutting-edge computer …

FFTCA: a Feature Fusion Mechanism Based on Fast Fourier Transform for Rapid Classification of Apple Damage and Real-Time Sorting by Robots

P Xiang, F Pan, J Li, H Pu, Y Guo, X Zhao, M Hu… - Food and Bioprocess …, 2024 - Springer
Apples are susceptible to various types of damage during the production process. Such
damage not only affects the appearance and edibility of the apples but also can result in the …

Proposal of a new system for essential oil classification based on low-cost gas sensor and machine learning techniques

S Viciano-Tudela, L Parra, P Navarro-Garcia, S Sendra… - Sensors, 2023 - mdpi.com
Essential oils are valuable in various industries, but their easy adulteration can cause
adverse health effects. Electronic nasal sensors offer a solution for adulteration detection …

HAFREE: A Heatmap-Based Anchor-Free Detector for Apple Defect Detection

NBN Han, JH Lee, DT Vu, I Murtza, HG Kim… - IEEE Access, 2024 - ieeexplore.ieee.org
Accurate inspection of subtle defects on apple surfaces is necessary in agricultural
engineering. However, existing methods often rely on expensive equipment and encounter …

[HTML][HTML] Detection of Defective Apples Using Learnable Residual Multi-Head Attention Networks Integrated with CNNs

D Bao, X Liu, Y Xu, Q Fang, X He - Electronics, 2024 - mdpi.com
Many traditional fruit vendors still rely on manual sorting to pick out high-quality apples. This
process is not only time-consuming but can also damage the apples. Meanwhile, automated …

基于机器视觉的苹果表损智能检测系统设计.

秦寅初, 李涛, 李旭, 王美玲, 谭治英 - Food & Machinery, 2024 - search.ebscohost.com
[目的] 满足苹果外观品质和大小综合分级的现实需求, 解决中国苹果人工分选效率低,
分选设备结构复杂, 成本高等问题.[方法] 提出一种YOLOv5sGapple 模型, 在主干网络中引入 …

Design of apple damage automatic detection system based on machine vision

QIN Yinchu, LI Tao, LI Xu, W Meiling… - Food and Machinery, 2024 - ifoodmm.cn
[Objective] To meet the practical requirements for comprehensive grading based on the
appearance quality and size of apples, and to address issues such as low efficiency of …

Implementaciones de selección visual en frutas: revisión sistemática de literatura

SR Parraga-Badillo… - Revista Científica de …, 2024 - revistas.unsm.edu.pe
Artificial vision has an important participation in the agricultural sector due to the solutions it
provides through the recognition of images of fruits considering their color and shape. The …

Advancements and Challenges in Optical Sorting Technology in Real Time: A Review

S Jivani, V Dubey, M Bharamal… - … on Engineering and …, 2024 - ieeexplore.ieee.org
In the dynamic lands of the food industry, optical sorting technology has emerged as a
particularly promising and transformative approach. This technology possesses the potential …

HAFREE: A heatmap-based anchor-free detector for apple defects

JY Kim, BNH Nguyen, JH Lee - 2024 - researchsquare.com
Precise inspection of subtle defects on apple surfaces is crucial in real-world agricultural
scenarios. However, existing methods often rely on expensive equipment or struggle to …