Projects per year
Personal profile
Professional profile
He is an Associate Professor at the University of Engineering and Technology (UTEC). He received the Ph.D. in Computer Science and Robotics from the University of Toulouse III (France), carrying out doctoral research at the Systems Analysis and Architecture Laboratory of the French National Center for Scientific Research (LAAS-CNRS). He obtained the degree of M.Sc. in Computer Vision from Heriot-Watt University (Edinburgh, United Kingdom), the Universitat de Girona (Spain) and the Université de Bourgogne (France). He obtained the B.Sc. in Electronic Engineering at the Catholic University of Santa María, and in Industrial Engineering at the National University of San Agustín. He has completed a Postdoctorate at Duke University (USA) in the Intelligent Movement laboratory of the Department of Computer Science. Likewise, he has been a visiting researcher at the School of Computer Science at Carnegie Mellon University (CMU-USA) and has participated with the CMU Robotics Institute and the National Robotics Engineering Center (NREC-USA) team at DARPA. Robotics Challenge (DRC), being one of the winning teams. Previously, he was part of the Research Center for Robotics and Underwater Vision (Spain) and the Control Systems, Automation and Robotics Laboratory of the Federal University of Rio Grande do Sul (Brazil). He received the Best Paper Award at the IEEE-RAS International Conference on Humanoid Robots in 2015 (IEEE's top conference worldwide specialized in humanoid robotics). He is a frequent reviewer for international conferences and journals on robotics and machine learning. His research areas are applications of machine learning and deep learning to intelligent systems and the extraction of information from data. He researches autonomous robotics and motion control for mobile and redundant robots based on computer vision and deep reinforcement learning.
Education/Academic qualification
Bachelor, Electronic Engineer specialized in Automation and Control, Universidad Catolica Santa Maria
Bachelor in Electronic Engineering, Universidad Catolica Santa Maria
Bachelor of Industrial Engineering, Universidad Nacional de San Agustín
Master of Science, with a mention in Vision, Image and Robotics, University Heriot-Watt
PhD in Computer Science and Robotics, University of Toulouse
Master, Master's Degree in Science, Technology, Health, For Research Purposes, mention: Information and Communication Sciences and Technologies: Computer Science - Electronics, Specialty: Image, Computer Science and Engineering, Université De Dijon
Researching Topics
- Machine learning and deep learning for intelligent systems
- utonomous robotics
- motion control for mobile and redundant robots based on computer vision and deep reinforcement learning.
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Collaborations and top research areas from the last five years
Projects
- 3 Finished
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Desarrollo de un Sistema Robótico Auto-Localizable con Capacidad de Mapeo de su Entorno y Procesamiento de Data Mediante Inteligencia Artificial para Mejorar la Exactitud de las Proyecciones Agrícolas de Arándanos en Agroindustrias de la Región La Libertad-Perú
Ramos Ponce, O. (PI)
1/01/21 → 31/07/22
Project: Research
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142-2020-Fondecyt-Sistema Robótico Cooperativo para Cirugía Asistida con Funcionalidades de Control de Corte y Endoscopio Blando
Canahuire Cabello, R. (PI), Ramos Ponce, O. (CoI) & Valdivia Silva, J. E. (CoI)
1/12/20 → 11/07/23
Project: Research
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144-2018-Fondecyt-Control Háptico Remoto de un Sistema Robótico para Aplicación en Cirugía
Canahuire Cabello, R. (PI) & Ramos Ponce, O. (CoI)
31/12/18 → 30/06/22
Project: Research
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A Teleoperated Robotic System with Haptic Feedback for Soft Tissue Incision
García-Cárdenas, F., Fabian, J., Ramos, O. E. & Canahuire, R., Oct 2024, In: Journal of Control, Automation and Electrical Systems. 35, 5, p. 870-883 14 p.Research output: Contribution to journal › Article › peer-review
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Minimum-time optimal control for a quadcopter trajectory through gates with arbitrary pose
Ramos, O. E., 5 Aug 2021, Proceedings of the 2021 IEEE 28th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2021 IEEE 28th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
RPA and L-System Based Synthetic Data Generator for Cost-efficient Deep Learning Model Training
S., E. F., Ramos, O. E. & Sixto Prado, G., 2021, Proceedings of the 3rd IEEE Eurasia Conference on IOT, Communication and Engineering 2021, ECICE 2021. Meen, T.-H. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 645-650 6 p. (Proceedings of the 3rd IEEE Eurasia Conference on IOT, Communication and Engineering 2021, ECICE 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
7 Scopus citations -
Charlotte: Low-cost open-source semi-autonomous quadruped robot
Garcia-Cardenas, F., Soberon, N., Ramos, O. E. & Canahuire, R., Apr 2020, 2020 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2020. Lau, N., Silva, M. F., Reis, L. P. & Cascalho, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 281-286 6 p. 9096210. (2020 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
Deep Learning Model to Identify COVID-19 Cases from Chest Radiographs
Arellano, M. C. & Ramos, O. E., Sep 2020, Proceedings of the 2020 IEEE 27th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2020. Institute of Electrical and Electronics Engineers Inc., 9220237. (Proceedings of the 2020 IEEE 27th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Scopus citations