João Valente at Wageningen University & Research - Research Interests, Publications & Academic Profile

João Valente

Assistant Professor

Wageningen University & Research

Netherlands

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Research Interests

Agronomy

90%

Crop Science

70%

Unmanned Aerial Vehicle

80%

Aerial Photography

80%

Agriculture

50%

Remote Sensing

50%

Object Detection

40%

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Articles19

Speeding up UAV-based crop variability assessment through a data fusion approach using spatial interpolation for site-specific management

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Year:

2024

UAV‐based simultaneous localization and mapping in outdoor environments: A systematic scoping review

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Year:

2024

EscaYard: Precision viticulture multimodal dataset of vineyards affected by Esca disease consisting of geotagged smartphone images, phytosanitary status, UAV 3D point clouds and Orthomosaics

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Year:

2024

GrapeMOTS: UAV vineyard dataset with MOTS grape bunch annotations recorded from multiple perspectives for enhanced object detection and tracking

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Year:

2024

Monitoring mammalian herbivores via convolutional neural networks implemented on thermal UAV imagery

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2024

Drone Technologies: A Tertiary Systematic Literature Review on a Decade of Improvements

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Year:

2024

Object detection and tracking on UAV RGB videos for early extraction of grape phenotypic traits

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Year:

2023

Dataset on UAV RGB videos acquired over a vineyard including bunch labels for object detection and tracking

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Year:

2023

Dataset on unmanned aerial vehicle multispectral images acquired over a vineyard affected by Botrytis cinerea in northern Spain

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Year:

2023

Mapping the spatial variability of Botrytis bunch rot risk in vineyards using UAV multispectral imagery

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Year:

2023

Data on three-year flowering intensity monitoring in an apple orchard: A collection of RGB images acquired from unmanned aerial vehicles

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2023

Fields2Cover: An Open-Source Coverage Path Planning Library for Unmanned Agricultural Vehicles

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Year:

2023

The ReFiBot makers guide: Fostering academic open science and circularity with a robotic educational kit

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Year:

2023

Comparing Nadir and Oblique Thermal Imagery in UAV-Based 3D Crop Water Stress Index Applications for Precision Viticulture with LiDAR Validation

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Year:

2023

Real-Time Object Detection Based on UAV Remote Sensing: A Systematic Literature Review

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2023

Experimental Connectivity Analysis for Drones in Greenhouses

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Year:

2022

APPLE MOTS: Detection, Segmentation and Tracking of Homogeneous Objects Using MOTS

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Year:

2022

Grape Bunch Detection at Different Growth Stages Using Deep Learning Quantized Models

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Year:

2021

Orchard management with small unmanned aerial vehicles: a survey of sensing and analysis approaches

Article Link

Year:

2021

Collaborators8

Önder Babur

Wageningen University & Research

NETHERLANDS

Peter Frans Jong, de

Wageningen University & Research

NETHERLANDS

Mar Ariza-Sentís

Wageningen University & Research

NETHERLANDS

Sergio Vélez

Wageningen University & Research

NETHERLANDS

Sytze de Bruin

NETHERLANDS

José Boaventura-Cunha

Associate Professor

Universidade de Trás-os-Montes e Alto Douro

PORTUGAL

Sandro Magalhães

Professor Assistente Convidade

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto

PORTUGAL

Lammert Kooistra

Wageningen University & Research

NETHERLANDS

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