Iván García-Santillán
Personal Website
Personal information:
Computer Systems Engineer, Ph.D.
email: idgarcia@utn.edu.ec
Associate professor at the Universidad Técnica del Norte (Ecuador).
ORCID: 0000-0001-6404-5185
Research interests:
Artificial Intelligence
Computer Vision
Data Mining
Big Data
Machine Learning
Deep Learning
Data Science.
Research projects
2023
Automatic detection of weeds based on Deep Learning using images acquired by drones - Phase I. Participation: Director. Status: ongoing
2022
Algorithm Optimization for Precision Agriculture, Phase 4. Participation: co-Director. Status: Finished
2021
Algorithm Optimization for Precision Agriculture, Phase 3. Participation: co-Director. Status: Finished
2020
Embedded driver assistance system for detecting and alerting drowsiness and distractions using infrared spectrum (NIR). Participation: Director. Status: Finished
2019
Development of an embedded/mobile prototype system for detecting drowsiness and distractions in day and night driving through artificial intelligence and computer vision techniques in the visible spectrum. Participation: Director. Status: Finished
2018
Development of artificial vision algorithms for precision agriculture using high performance computing. Phase I. Participation: co-Director. Status: Finished
Texture analysis using digital image processing and analysis techniques to measure green forage. Participation: co-Director. Status: Finished
2017
Automatic detection of crop rows and weeds in crop fields using digital images. Participation: Director. Status: Finished.
2014-2016
Development of artificial vision based methods for automatic weed detection and real-time potato / maize crop rows for guiding inspection vehicles in agricultural environments. Participation: Director. Status: Finished.
2009
Development of a Tourist Information System for accommodation establishments in the province of Imbabura. Participation: Director. Status: Finished.