Full Papers
Original research contributions with substantial technical depth and experimental validation.
Computer Vision/CORE Unranked
V4A 2026
7th Workshop on Vision for Agriculture
The Vision for Agriculture (V4A) 2026 conference is an international forum dedicated to advancing the application of computer vision, machine learning, and artificial intelligence in agriculture. It brings together researchers and practitioners to present and discuss innovative technologies for improving agricultural productivity, sustainability, and automation.
Key deadlines
Verified September 9, 2026Full paper
March 9, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
March 9, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short Papers
Concise presentations of novel ideas, preliminary results, or system demonstrations.
Work-in-Progress Papers
Early-stage research or ongoing projects seeking feedback and collaboration.
Demo Papers
Descriptions of working systems or prototypes with live or video demonstrations.
Journal Track
Extended versions of papers suitable for submission to a companion journal.
Research areas in scope
01
Agricultural Computer Vision
Crop and weed detectionPlant phenotypingYield estimationSoil analysisField mapping and surveyingCrop health monitoringDisease and pest identificationFruit and vegetable recognitionLivestock monitoringAutonomous navigation in agricultural environments
02
Machine Learning and AI in Agriculture
Deep learning for agricultural imageryTransfer learning and few-shot learningReal-time inference on edge devicesFederated learning for privacy-preserving agricultureExplainable AI for agricultural decision-makingReinforcement learning for robotic farmingData augmentation for agricultural datasetsDomain adaptation across crops and regions
03
Sensors and Robotics
Drone-based sensing systemsGround robotic platformsMultispectral and hyperspectral imagingLiDAR and 3D reconstruction for agricultureSensor fusion techniquesAutonomous tractors and harvestersLow-cost sensor networksWireless sensor deployment in fields
04
Data and Systems
Agricultural datasets and benchmarksData annotation and labeling methodsCloud and edge computing for agricultureIntegration with farm management systemsDigital twins for farming operationsInteroperability standardsCybersecurity in agricultural AI systems
05
Applications and Impact
Precision agricultureSustainable farming practicesClimate-smart agricultureSmallholder farm technologiesFood security and supply chain monitoringHuman-robot interaction in agricultureEthical and societal implicationsTechnology adoption and farmer engagement
Policies worth checking twice
- All submissions must be anonymized for double-blind review.
- Papers must not exceed 8 pages for full papers and 4 pages for short papers, excluding references.
- Dual submission to other conferences or journals is not permitted during review.
- Author lists and affiliations cannot be changed after the submission deadline.
- Authors must include a statement on the use of AI tools in the preparation of the manuscript.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Official workshop siteCall for Papers 2026Program Schedule 2026Call for Papers 2025Program Schedule 2025Tutorial 2025
Last verified September 9, 2026