Internet of things: Cotton harvesting and processing

RG Hardin IV, EM Barnes, CD Delhom… - … and Electronics in …, 2022 - Elsevier
Cotton requires multiple processing steps to convert the raw agricultural products into
finished textiles. Genetic and environmental factors, crop management decisions, and …

Opportunities for robotic systems and automation in cotton production

E Barnes, G Morgan, K Hake, J Devine, R Kurtz… - AgriEngineering, 2021 - mdpi.com
Automation continues to play a greater role in agricultural production with commercial
systems now available for machine vision identification of weeds and other pests …

Development of a Low-Cost Distributed Computing Pipeline for High-Throughput Cotton Phenotyping

V Thesma, GC Rains, J Mohammadpour Velni - Sensors, 2024 - mdpi.com
In this paper, we present the development of a low-cost distributed computing pipeline for
cotton plant phenotyping using Raspberry Pi, Hadoop, and deep learning. Specifically, we …

Robotic Multi-Boll Cotton Harvester System Integration and Performance Evaluation

S Thapa, GC Rains, WM Porter, G Lu, X Wang… - AgriEngineering, 2024 - mdpi.com
Several studies on robotic cotton harvesters have designed their end-effectors and
harvesting algorithms based on the approach of harvesting a single cotton boll at a time …

Spatio-temporal mapping of cotton blooms appearance using deep learning

V Thesma, C Mwitta, G Rains, JM Velni - IFAC-PapersOnLine, 2022 - Elsevier
In this paper, we present an approach to create spatio-temporal maps using deep learning
to visualize cotton bloom appearance over time. Specifically, we manually annotate cotton …

[PDF][PDF] Opportunities for Robotic Systems and Automation in Cotton Production. AgriEngineering 2021, 3, 339–362

E Barnes, G Morgan, K Hake, J Devine, R Kurtz… - 2021 - academia.edu
Automation continues to play a greater role in agricultural production with commercial
systems now available for machine vision identification of weeds and other pests …

Key technology of crop precision sowing based on the vision principle

B Li, J Li - Journal of Agricultural Engineering, 2023 - agroengineering.org
The growth of crops is seriously affected in the process of precision planting of crops due to
many external environmental interference factors, low precision of sowing technology, and …

Modern Computer Vision Applications for Plant Phenotyping in Agriculture

V Thesma - 2022 - search.proquest.com
The rapidly growing world population challenges farmers to meet the rising food demand.
Monitoring crop phenotypes, or the physical plant traits, is useful in tracking plant …

Research on machine vision decision-making system for self-driving logistics vehicles

Y Tang, X Lin - 2023 3rd International Symposium on Artificial …, 2023 - ieeexplore.ieee.org
Aiming at the integrated problem of perception and decision-making of self-driving logistics
vehicles in complex traffic environments, this study starts from four aspects: environment …

Intelligent Image Classification for Grading Egyptian Cotton Lint

OJ Fisher, A Rady, AAA El-Banna, NJ Watson… - 2021 - preprints.org
Egyptian cotton is one of the most important commodities to the Egyptian economy and is
renowned globally for its quality, which is currently graded by manual inspection. This has …