Projects per year
Personal profile
Research Interests
The research focuses on the development and implementation of advanced technological solutions integrating artificial intelligence, embedded systems, and human-computer interaction to address complex societal and industrial challenges. A significant portion of this work involves the creation of assistive technologies, such as low-cost electronic visual assistants that utilize computer vision and transfer learning to aid visually impaired individuals in navigating urban environments. Furthermore, the research extends to humanitarian engineering, specifically the design of autonomous robotic systems for the detection of anti-personnel mines in challenging terrains, emphasizing real-time navigation and remote reporting capabilities.
In the industrial and educational sectors, the work explores the integration of augmented reality and predictive maintenance models. This includes the application of statistical reliability analysis and cloud-based data ingestion to monitor thermal stress in industrial machinery. Additionally, the research addresses pedagogical innovation by developing immersive virtual reality environments for special education, utilizing motion-sensing technology and neural network architectures to facilitate kinesthetic learning for children with cognitive disabilities. These projects collectively demonstrate a commitment to leveraging accessible hardware and sophisticated software architectures to improve safety, operational efficiency, and inclusive education.
Key Topics:
- Artificial Intelligence and Neural Networks
- Embedded Systems and Robotics
- Computer Vision and Augmented Reality
- Assistive and Immersive Technologies
- Predictive Maintenance and Industrial Automation
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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Development of Intelligent Navigation Systems for Unmanned Aerial Vehicle Swarms
Pillajo Angos, C. G. (Col), Montalvo Lopez, W. M. (PI), Celi Sanchez, C. J. (Col), Arequipa Díaz, D. A. (Student), Requena Cisneros, R. P. (Student), Alejandro Puentestar, A. J. (Student), Lascano Estrella, J. F. (Student), Lincango Mieles, S. S. (Student), Escobar Mera, R. D. (Student), Rodriguez Chiluiza, E. E. (Student), Guerrero Haro, A. S. (Student), Quinatoa Lema, S. A. (Student) & Quillupangui Lopez, J. J. (Student)
10/06/24 → …
Project: Research and Development
Research output
- 6 Conference contribution
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Classification of Normal and Abnormal S3 Heart Sounds Using Spectral Features and LSTM Neural Networks
Cholango, A., Zapata, B., Celi, C. & Zapata, S., 2026, Smart Technologies, Systems and Applications - 4th International Conference, SmartTech-IC 2024, Revised Selected Papers. Narváez, F. R., Villa, M. N. & Díaz, G. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-70 15 p. (Communications in Computer and Information Science; vol. 2393 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Low-Cost Robotic System of Detection of Anti-personal Metal Mines
Lascano Díaz, J., Toapanta Meza, K., Celi, J. & Montalvo, W., 2024, Systems, Smart Technologies and Innovation for Society - Proceedings of CITIS 2023. Salgado-Guerrero, J. P., Vega-Carrillo, H. R., García-Fernández, G. & Robles-Bykbaev, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Lecture Notes in Networks and Systems; vol. 871 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Link opens in a new tab Scopus citations -
Smart Guide for Pedestrian Traffic Light Status Identification
Lechón, B., Celi, J. & Montalvo, W., 2024, International Conference on Applied Technologies - 5th International Conference on Applied Technologies, ICAT 2023, Revised Selected Papers. Botto-Tobar, M., Zambrano Vizuete, M., Montes León, S., Torres-Carrión, P. & Durakovic, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 99-112 14 p. (Communications in Computer and Information Science; vol. 2050 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Low-Cost Fault Prediction System for a Rolling System on an Augmented Reality Platform with Cloud Communication
Carvajal Andrade, A., Pazmiño Tintín, K., Celi, J. & Montalvo, W., 2023, Intelligent Technologies: Design and Applications for Society - Proceedings of CITIS 2022. Robles-Bykbaev, V., Mula, J. & Reynoso-Meza, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 47-57 11 p. (Lecture Notes in Networks and Systems; vol. 607 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Virtual Learning Environment for Children with Down Syndrome Through Leap Motion and Artificial Intelligence
Chauca Ruiz, J. R., Simbaña Arciniega, A. A., Celi, C. J. & Montalvo, W., 2023, Smart Technologies, Systems and Applications - 3rd International Conference, SmartTech-IC 2022, Revised Selected Papers. Narváez, F. R., Urgilés, F., Salgado-Guerrero, J. P. & Bastos-Filho, T. F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 122-133 12 p. (Communications in Computer and Information Science; vol. 1705 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Link opens in a new tab Scopus citations