Current and future applications of statistical machine learning algorithms for agricultural machine vision systems

TU Rehman, MS Mahmud, YK Chang, J Jin… - … and electronics in …, 2019 - Elsevier
With being rapid increasing population in worldwide, the need for satisfactory level of crop
production with decreased amount of agricultural lands. Machine vision would ensure the …

An extensive review on agricultural robots with a focus on their perception systems

A Thakur, S Venu, M Gurusamy - Computers and Electronics in Agriculture, 2023 - Elsevier
Agriculture represents an essential aspect of human existence, providing the sustenance
necessary for survival in the form of food and various other products. Additionally, it serves …

Identification of tobacco crop based on machine learning for a precision agricultural sprayer

M Tufail, J Iqbal, MI Tiwana, MS Alam, ZA Khan… - IEEE …, 2021 - ieeexplore.ieee.org
Agrochemicals, which are very efficacious in protecting crops, also cause environmental
pollution and pose serious threats to farmers' health upon exposure. In order to cut down the …

TobSet: A new tobacco crop and weeds image dataset and its utilization for vision-based spraying by agricultural robots

MS Alam, M Alam, M Tufail, MU Khan, A Güneş… - Applied Sciences, 2022 - mdpi.com
Selective agrochemical spraying is a highly intricate task in precision agriculture. It requires
spraying equipment to distinguish between crop (plants) and weeds and perform spray …

Discrimination of Fresh Tobacco Leaves with Different Maturity Levels by Near‐Infrared (NIR) Spectroscopy and Deep Learning

Y Chen, J Bin, C Zou, M Ding - Journal of Analytical Methods in …, 2021 - Wiley Online Library
The maturity affects the yield, quality, and economic value of tobacco leaves. Leaf maturity
level discrimination is an important step in manual harvesting. However, the maturity …

A survey on plant disease prediction using machine learning and deep learning techniques

G Ushadevi - Inteligencia Artificial, 2020 - journal.iberamia.org
The major agricultural products in India are rice, wheat, pulses, and spices. As our
population is increasing rapidly the demand for agriculture products also increasing …

[HTML][HTML] Application of machine vision and convolutional neural networks in discriminating tobacco leaf maturity on mobile devices

Y Chen, J Bin, C Kang - Smart Agricultural Technology, 2023 - Elsevier
As harvesting at the right time is crucial to ensuring the best quality and maximizing the yield
of tobacco leaves, great attention has been paid to the research of “harvest maturity”. Fresh …

Cluster-based segmentation for tobacco plant detection and classification

TGM Thimmegowda, C Jayaramaiah - Bulletin of Electrical Engineering …, 2023 - beei.org
Tobacco is one of the major economical crops in the agriculture sector. It is essential to
detect tobacco plants using unmanned aerial vehicle (UAV) images for improved crop yield …

[HTML][HTML] Cost-effective identification of the field maturity of tobacco leaves based on deep semi-supervised active learning and smartphone photograph

T Sun, C Xue, Y Chen, L Zhao, C Qiao, A Huang… - … and Electronics in …, 2023 - Elsevier
As a key technology for tobacco leaf harvesting, automatic identification of the field maturity
of tobacco leaves is an important issue in the tobacco industry. For years, researchers have …

Intelligent tobacco flue-curing method based on leaf texture feature analysis

L Wang, B Cheng, Z Li, T Liu, J Li - Optik, 2017 - Elsevier
Most traditional curing systems are manually or half-artificial operated that requiring the
curers to observe the state of tobacco leaves frequently. A novel intelligent real-time curing …