Filipe Neves dos Santos

Evaluating the Single-Shot MultiBox Detector and YOLO Deep Learning Models for the Detection of Tomatoes in a Greenhouse

Sandro Augusto Magalhães, Luís Miguel Garcia de Castro, Germano Moreira et al. · Sensors · 2021 · 165 citations · Full text

Smartphone Applications Targeting Precision Agriculture Practices—A Systematic Review

Jorge Mendes, Tatiana M. Pinho, Filipe Neves dos Santos et al. · Agronomy · 2020 · 128 citations · Full text

Crops Health, Precision Agriculture, Engineering +18

Localization and Mapping for Robots in Agriculture and Forestry: A Survey

André Aguiar, Filipe Neves dos Santos, José Boaventura‐Cunha et al. · Robotics · 2020 · 121 citations · Full text

Precision Agriculture, Engineering, Topological Mapping +22

Benchmark of Deep Learning and a Proposed HSV Colour Space Models for the Detection and Classification of Greenhouse Tomato

Germano Moreira, Sandro Augusto Magalhães, Tatiana M. Pinho et al. · Agronomy · 2022 · 81 citations · Full text

Artificial Intelligence, Ssd Mobilenet V2, Convolutional Neural Network +23

Vineyard trunk detection using deep learning – An experimental device benchmark

André Aguiar, Filipe Neves dos Santos, Luís Santos et al. · Computers and Electronics in Agriculture · 2020 · 61 citations

Image Classification, Convolutional Neural Network, Image Analysis +8