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25th MARS Conference Prague, CZ, 26-28 Nov. 2019
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Cristina Monteserin – [email protected]
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Private research center
Focus on transferring technology
to industry
Over 10 years of experience in
automatic image and video
content analysis
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More than 15 years of experience
conducting on-the-spot inspections.
Spin-off company of the University
of Vigo specialized in geomatics and
UAVS
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Focused on providing software solutionsin Agriculture and
Industry
Spanish company founded in 1969, withmore than 700 ITC
professionals
Subsidiary companies abroad(Portugal, Costa Rica and
Ecuador)
Extensive experience developing tools forCAP aids management
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Public Procurement of Innovative solutions (PPI)
Promote the development of an innovative solution
Not yet available on large scale comercial basis
Promote the development of the rural environment
Improve the living conditions of rural areas
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Increasecontrol and compliance
withregulations
Reduce on-the spot checks
Increasenumber ofinspected
parcels
Improveefficiency
PRIMARE-IIA Objectives
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Data collection Processing Automation
Data adquisition
Operations control
Information management
Calibration, ortho-
rectification and
georeferencing
Segmentation and
classification
Inspection planning
Execution of inspections and
decision making
Supervision
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DATA COLLECTION
TOP-DOWN APPROACH
GEOTAGGED IMAGES
UAV
SATELLITE
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Satellite(very high resolution)
Drone(multispectral)
Oblique
Drone(360 o)
Drone(ortophoto)
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PROCESSING Land uses
Crop types
Lanscape features
Evidences of agricultural
activity
CALIBRATION1
ORTHORECTIFICATION2
GEOREFERENCING3
SEGMENTATION4
SEMANTIC SEGMENTATION
NEURAL NETWORKS
NEURAL NETWORKS FOR
OBJECT DETECTION
INDEXES
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PROCESSING
Crop identification
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PROCESSING
Landscape features and evidences of agricultural activity
identification
Agricultural Activity
Landscape features
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PROCESSING
Other kind of evidences
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Processing – Expert system
Generate work orders that must be satisfied by the capture
module
Control using data captured at certain times of the campaign
Automatic inspection based on segmentation results of processing
syste
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CONTROL SAMPLE IMPORT
INSPECTIONS PLANNING
INSPECTION EXECUTION
INSPECTION SUPERVISION
Automation system as orchestrator
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Automatic inspection
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Decision support system
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Support Tools for farmers
Digital farmmanagement
Geotaggedevidences
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FUNCTIONAL DEFINITION SOLUTION IMPLEMENTATION DEMONSTRATION AND
VALIDATION
October 2018 December 2019
3.000 plots
90% hits
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THANK YOU
