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Feasibility Study on a Portable Field Pest Classification System Design Based on DSP and 3G Wireless Communication Technology
2012
Sensors
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This paper presents a feasibility study on a real-time in field pest classification system design based on Blackfin DSP and 3G wireless communication technology. ...
In the HCP, the image data is decoded and the pest image displayed in real-time for further identification. Authentication and performance tests of the prototype system were conducted. ...
The design of a reliable automatic pest classification system in HCP will be the focus our subsequent research efforts. Figure 2 . 2 Architecture of the designed testing system. ...
doi:10.3390/s120303118
pmid:22736996
pmcid:PMC3376617
fatcat:t27yg2h74jdr5mh2seu5adm5ay
EyesOnTraps: AI-Powered Mobile-Based Solution for Pest Monitoring in Viticulture
2022
Sustainability
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vision, human-centered design, agronomy and viticulture. ...
The methodology behind the development of the proposed system merges multidisciplinary research efforts by specialists from different fields, including informatics, electronics, machine learning, computer ...
In particular, each pest monitoring point needs to be equipped with trap hardware components for image acquisition, data communication (e.g., GSM), processing power and power supply via batteries or solar ...
doi:10.3390/su14159729
fatcat:4lxrmbbgifeatd77wyiutmjecq
Automatic greenhouse pest recognition based on multiple color space features
2021
International Journal of Agricultural and Biological Engineering
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The digital images of sticky traps were collected using an image-acquisition system under different greenhouse conditions. ...
The system accurately recognized and counted pests in sticky trap images captured under real greenhouse conditions. ...
The complete system including the hardware setup and software design will be of interest to the agriculture industry. ...
doi:10.25165/j.ijabe.20211402.5098
fatcat:pshq3winsncbjnsrpkes3kw724
Plant Image Analysis Machine Vision System in Greenhouse
[chapter]
2015
IFIP Advances in Information and Communication Technology
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These functions make it possible for the assemblage of internet controlled hardware system. ...
For the hardware part of the system, it is consists of remote Web server, machine vision control equipments in field and sensors. ...
The system can realize image acquisition, image processing and greenhouse production intelligent management. ...
doi:10.1007/978-3-319-19620-6_74
fatcat:ah4zd5mfsrbhxaafposl3xl4vy
An intelligent monitoring system of diseases and pests on rice canopy
2022
Frontiers in Plant Science
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Each camera of the system can collect rice images in about 310 m2 of paddy fields. ...
The average detection time of each image is 47 ms. Our system has the advantages of unattended operation, high detection precision, objective results, and data traceability. ...
The system automatically captures rice canopy images, detects and identifies the disease and pest lesions on images according to the preset parameters. ...
doi:10.3389/fpls.2022.972286
pmid:36035691
pmcid:PMC9403268
fatcat:cxxtasds7fhbpbooy37nzlh2ei
Development and Application of an Intelligent Plant Protection Monitoring System
2022
Agronomy
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The system can remotely and automatically monitor and warn of mainstream diseases and pests of field crops such as rice and wheat and provide support for fine plant protection management. ...
Facing the need of modern agriculture to accurately grasp the information of farmland diseases and pests, this paper proposes an intelligent plant protection system. ...
In the system design, the intelligent identification of plant diseases and pests is mainly divided into four steps: wireless shooting, image uploading, intelligent identification, and system storage. ...
doi:10.3390/agronomy12051046
doaj:29b7a4b6ba6e4621874cca578bd8e4a9
fatcat:s7rq5ocpxfckjmxewhfalbgdwe
Monitoring and Controlling the Infected Cereal Crops Based on Image Processing with Proposed Architecture
2018
International Journal of Engineering & Technology
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Hardware prototype of the proposed system will be developed using the Arduino Processor. ...
Hence, this project aims to develop an image processing algorithm to detect the diseases in the rice plant. ...
The image acquisition comes under image processing. ...
doi:10.14419/ijet.v7i2.24.12028
fatcat:scponhcm6bgjjbxq72vns4eohi
AI-Powered Mobile Image Acquisition of Vineyard Insect Traps with Automatic Quality and Adequacy Assessment
2021
Agronomy
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While the monitoring of these traps is still mostly done through visual inspection by the winegrowers, smartphone image acquisition of those traps is starting to play a key role in assessing the pests' ...
This paper presents a new methodology that embeds artificial intelligence into mobile devices to establish the use of hand-held image capture of insect traps for pest detection deployed in vineyards. ...
Specifically, every physical pest monitoring point will need to be equipped with trap hardware components designed for proper image acquisition, processing power, data communication (e.g., GSM), and power ...
doi:10.3390/agronomy11040731
fatcat:hislpcejmng7tlzsrsn4uhiuy4
Development of an Automated Multi-directional Pest Sampling Detection System Using Motorized Sticky Traps
2021
IEEE Access
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This study describes the design and development of a prototype for an automatic pest sampling and detection system for agricultural crops. ...
Test results of the hardware show the reliability, flexibility, and system protection of the automatic system to provide accurate movements in two degrees of freedom. ...
IMAGE ACQUISITION Image acquisition is the first process in pest detection and counting. ...
doi:10.1109/access.2021.3074083
fatcat:j2proexb4nb47iubeyq726puw4
Recognition of Pyralidae Insects Using Intelligent Monitoring Autonomous Robot Vehicle in Natural Farm Scene
[article]
2019
arXiv
pre-print
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The experimental results demonstrate that the robot vehicle can automatically capture pest images, and can achieve 94.3% recognition accuracy in natural farm planting scene. ...
Secondly, the total probability image can be obtained by using inverse histogram mapping, and then the object contour of Pyralidae pests can be extracted quickly and accurately with the constrained Otsu ...
The intelligent autonomous robot vehicle The images used in our study are collected by an Automatic Detection and Identification System for Pests and Diseases. ...
arXiv:1903.10827v1
fatcat:jjvucervvzcrdp3dvpbixx7x2i
Design of Hand-held Terminal for Orchard Management Based on RFID
2019
E3S Web of Conferences
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Finally, it realized the sharing of sensor information and automatic data acquisition in orchard, with great application and promotion value. ...
The equipment adopt RS-485 serial bus and MODBUS communication protocol as the general interface for different sensors, to achieve data acquisition requirements including the fruit tree image, air temperature ...
Main Hardware Circuit Design The whole hardware system is composed of two parts: one is process control and user interaction; the other is sensor acquisition, processing and upload. ...
doi:10.1051/e3sconf/201913101094
fatcat:xhx5kbu6bnb7rkkxo7rhxd2mki
Energy Efficiency Analysis of Wireless Sensor Networks in Precision Agriculture Economy
2021
Scientific Programming
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Among them, the automatic counting of microinsects mainly uses computer image processing technology to solve the problems of difficult investigation and data acquisition. e automatic recording device of ...
Design of Moisture Monitoring and Automatic Water-Saving Irrigation System is section provides the proposed design for moisture monitoring and water-saving irrigation system. e proposed system is designed ...
doi:10.1155/2021/8346708
fatcat:aos5t6ryt5cwteaj5rsr2iewfe
Insect pest monitoring with camera-equipped traps: strengths and limitations
2020
Journal of Pest Science
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The use of software and image recognition algorithms can support automatic trap usage to identify and/or count insect species from pictures. ...
The adoption of image sensors to monitor insect pests can result in several practical advantages. ...
Camera-equipped traps: design based on species Typically, an automatic trap equipped with a camera involves two modules: the hardware and the software. ...
doi:10.1007/s10340-020-01309-4
fatcat:4fb63fb3cbgj3itrwnxy44beeq
Measurement system for parameters used in determining and monitoring the crops vegetation status
2018
Journal of Physics, Conference Series
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The paper presents a data acquisition system designed for measuring parameters involved in determining and monitoring the crops vegetation status, such as: plant height, temperature on plant leaves, environment ...
They can offer important information about the health status of the crop, moisture stress, pest and diseases, necessary nutrients and so on. ...
Hardware structure For measuring parameters involved in determining and monitoring the crop vegetation status a data acquisition system was designed and developed. ...
doi:10.1088/1742-6596/1044/1/012041
fatcat:oj2uic3xgrdolh3xxkmgzwczy4
Kinect-Based Real-Time Acquisition Algorithm of Crop Growth Depth Images
2021
Mathematical Problems in Engineering
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Kinect 3D sensing real-time acquisition algorithm that can meet the requirements of fast, accurate, and real-time acquisition of image information of crop growth laws has become the trend and necessary ...
Real-time image acquisition research on crop growth trends provides a basis for in-depth understanding of the application of Kinect real-time image generation technology in research. ...
Kinect depth image real-time acquisition algorithm to reduce pest disease data analysis.
Table 2 : 2 Picture transmission data record form. ...
doi:10.1155/2021/3913575
fatcat:coicnynx5ngode6kyfoxmxgaqe
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