Juan Felipe Restrepo-Arias

Universidad EAFIT — Colombia

Agricultural and Biological Sciences · Life Sciences

5h-index90citations15works4.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Smart Agriculture and AI(7), Cocoa and Sweet Potato Agronomy(4), Remote Sensing in Agriculture(3), Food Chemistry and Fat Analysis(2), Coconut Research and Applications(2)

Publications15 total

CocoaMoniliaDataSet: A cocoa pod dataset to detect and classify Monilia roreri in real conditions
Data in Brief·2026Open Access
Toward Detection of Fruit Ripening and Moniliophthora Roreri in Cocoa Using a Capacitive Sensor
Smart innovation, systems and technologies·2025
An Application of Deep Learning Models for the Detection of Cocoa Pods at Different Ripening Stages: An Approach with Faster R-CNN and Mask R-CNN
Computation·2025· 1 citedOpen Access
Disease Detection on Cocoa Crops Based on Computer-Vision Techniques: A Systematic Literature Review
Agriculture·2025· 5 citedOpen Access
Precision Agriculture Applied to Cocoa: ML Solutions for Classification of Moniliophthora Roreri
Lecture notes in networks and systems·2025
OnionFoliageSET: Labeled dataset for small onion and foliage flower crop detection
Data in Brief·2024· 1 citedOpen Access
Image classification on smart agriculture platforms: Systematic literature review
Artificial Intelligence in Agriculture·2024· 21 citedOpen Access
Plataformas tecnológicas inteligentes al alcance de la agricultura a pequeña escala•
DYNA·2023Open Access
RipSetCocoaCNCH12: Labeled Dataset for Ripeness Stage Detection, Semantic and Instance Segmentation of Cocoa Pods
Data·2023· 6 citedOpen Access
Monitoreo de cultivos bajo invernadero utilizando tecnologías 4.0
Ciencia y Tecnología Agropecuaria·2023· 5 citedOpen Access
RipSetCocoaCNCH12 Dataset
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
RipSetCocoaCNCH12 Dataset
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Plant Disease Detection Strategy Based on Image Texture and Bayesian Optimization with Small Neural Networks
Agriculture·2022· 28 citedOpen Access
Crops Classification in Small Areas Using Unmanned Aerial Vehicles (UAV) and Deep Learning Pre-trained Models from Detectron2
Intelligent systems reference library·2022· 2 cited
Industry 4.0 Technologies Applied to Inland Waterway Transport: Systematic Literature Review
Sensors·2022· 21 citedOpen Access

Frequent Co-authors

John W. Branch(8), Joan Alvarado(4), Mikel Maiza(4), María Isabel Salinas-Agudelo(3), María Isabel Hernandez Pérez(3), Alejandro Marulanda-Tobón(3), María Camila Giraldo-Carvajal(3), Paulina Arregocés-Guerra(3), Gabriel Awad(2), David Velásquez(2), David Velásquez(2), Julián Andrés Zapata-Cortés(1), Edwin Paipa-Sanabria(1), Miguel Andres Garnica-López(1), M. Martinez(1), Juan Pablo Montoya-Yepes(1), María José Montoya-Castaño(1), María Fernanda Moreno-De La Espriella(1), John W Branch-Bedoya(1), Juan D. Martinez-Vargas(1)