Projects per year
Personal profile
Personal profile
Research interests and extension
Research in matrix theory and numerical optimization with applications in developing mathematical signal and image processing models. Experience in the computational implementation of mathematical models in MATLAB/GNU Octave and Python.
Area of expertise
- Matrix and tensor theory
- Numerical optimization
- Numerical methods
- Signal and image processing
- Mathematical modeling
- Scientific computing (MATLAB/GNU Octave and Python)
URL
- Institutional website: https://www.tec.ac.cr/juan-pablo-soto-quiros
- Google Scholar: https://scholar.google.co.cr/citations?user=n3Mz4WoAAAAJ
- GitHub: https://github.com/jusotoTEC
- ORCID: https://orcid.org/0000-0003-2903-3116
Teaching
Instituto Tecnológico de Costa Rica:
- MA0101: General Mathematics
- MA1303: Basic Mathematics for Administration
- MA1403: Discrete Mathematics
- MA1102: Differential and Integral Calculus
- MA1302: Calculus for Administration
- EM3607: Linear Algebra
- EM4609: Algebra
- MA2404: Probability
- CM3207: Numerical Methods for Engineering
- EM4612: Numerical Methods
- MA3106: Numerical Methods
- CE1111: Numerical Analysis for Engineering
- EM1613: Applied Digital Technologies in Educational Mathematics III
- CE5201: Digital Image Processing and Analysis
Universidad de Costa Rica
- MA1006: Introduction to Numerical Analysis
- CA0504: Introduction to Optimization
- MA0551: Principles of Analysis II
FUNDATEC
- MP6170: Mathematical Methods for Digital Signal Processing
- MP6124: Adaptive Processing
Universidad Nacional
- MAX084: General Mathematics
- MAY230: Mathematics for Computer Science I
- MAY231: Mathematics for Computer Science II
- MAY436: Calculus I
Languages
- Spanish: Native
- English: B2 (Oxford Test of English)
Education/Academic qualification
PhD, Mathematics, University of South Australia
2014 → 2018
Master, Applied Mathematics, Universidad de Puerto Rico, sede Mayaguez
2009 → 2011
Bachelor, Computer-Assisted Mathematics Teaching, Instituto Tecnológico de Costa Rica
2003 → 2006
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 8 Decent Work and Economic Growth
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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SESM V2: Methodological evolution of SESM: toward an adaptive and scalable version through new learning schemes and dimensionality-reduction strategies
Calderón Arce, C. (Coordinating Researcher (may be from TEC or another entity)), Alvarado Moya, P. (Institutional academic collaborator), Soto-Quiros, P. (Institutional academic collaborator) & Rojas-Gonzalez, S. (External collaborating researcher )
1/01/26 → 31/12/28
Project: Research Projects Internally funded › Technological Development
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GLRTA: Extensión del problema generalizado de aproximación matricial de rango reducido a tensores tridimensionales con aplicaciones al procesamiento de imágenes y videos
Soto-Quiros, P. (Institutional academic coordinator), Chavarría Molina, J. (Institutional academic coordinator), Fallas-Monge, J. J. (Institutional academic coordinator), Chavarría Zamora, L. A. (Institutional academic coordinator), Segura Ugalde , E. (External collaborating researcher ) & Torokhti, A. (Ad honoren)
1/01/24 → 3/07/26
Project: Research Projects Internally funded › Basic and applied research
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Mejoramiento del modelo sustituto basado en codificación dispersa denominado SESM: Sparse-encoded surrogate model
Alvarado Moya, P. (Institutional academic coordinator), Soto-Quiros, P. (Institutional academic coordinator) & Calderón Arce, C. (Institutional academic coordinator)
1/01/23 → 31/12/25
Project: Research Projects Internally funded › Basic and applied research
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VIPro-TEC: Desarrollo de una Tecnología basada en Procesamiento de Video e Imágenes Orientada Para Vehículos Autónomos Bajo Condiciones de Visión No Ideales
Soto-Quiros, P. (Institutional academic coordinator), Chavarría Zamora, L. A. (Institutional academic coordinator), Barboza Artavia, L. A. (Institutional academic coordinator), Leitón Jiménez, J. (Institutional academic coordinator) & Watson Hernández, F. (Institutional academic coordinator)
1/07/22 → 30/06/24
Project: Research Projects Internally funded › Basic and applied research
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Compromiso, recursos y emprendimiento exportador y su influencia en el desempeño de las PYMES exportadoras de Costa Rica: análisis cross-cultural Costa Rica – España
Martínez Villavicencio, J. (Institutional academic coordinator), Faith Vargas, M. (Institutional academic coordinator), Gutiérrez, S. A. (Institutional academic coordinator), Morales Sandoval, C. (Institutional academic coordinator), Soto-Quiros, P. (Institutional academic coordinator), Rojas-Segura, J. (Institutional academic coordinator) & Navarro García , A. (External collaborating researcher )
1/01/22 → 31/12/23
Project: Research Projects Internally funded › Basic and applied research
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Accessible 3D Gaussian Splatting in Google Colab: A Lightweight and Reproducible Pipeline for Environment Reconstruction
Cob-Beirute, D., Chavarria-Zamora, L. & Soto-Quiros, P., 2026, 2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2026. Benhala, B., Raihani, A. & Qbadou, M. (eds.). Institute of Electrical and Electronics Engineers Inc., (2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Ciudades a la Vista: UAVs Autónomos para Mapas 3D sin LiDAR
Chavarría-Zamora, L. A. & Soto-Quirós, P., 7 Apr 2026, In: Revista Tecnología en Marcha.Research output: Contribution to journal › Article › peer-review
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Detection of Heart Rate and Respiratory Rate from Facial Video Using Eulerian Motion Analysis and Kalman Filtering
Zamora, L. A. C., Ulate, L. F. J., Segura, C. E. R. & Soto-Quiros, P., 2026, 2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2026. Benhala, B., Raihani, A. & Qbadou, M. (eds.). Institute of Electrical and Electronics Engineers Inc., (2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Influencia del compromiso y los recursos en el emprendimiento exportador y su impacto en la internacionalización de las PYMEs: Análisis cross-cultural Costa Rica-España
Translated title of the contribution :Influence of commitment and resources on export entrepreneurship and its impact on the internationalization of SMEs: Cross-cultural analysis Costa Rica-Spain Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Pointcloudlib: 3D Modeling from Digital Images in Python
Roda, Y. B., Chavarria-Zamora, L. & Soto-Quiros, P., 2026, 2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2026. Benhala, B., Raihani, A. & Qbadou, M. (eds.). Institute of Electrical and Electronics Engineers Inc., (2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Datasets
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Biblioteca computacional PySESM
Calderón-Arce, C. (Creator), Soto-Quiros, P. (Creator) & Alvarado Moya, P. (Creator), Escuela de Matemáticas, 2026
https://github.com/SESM-TEC/PySESM-Final-Commit and one more link, https://github.com/SESM-TEC/PySESM-Final-Commit/blob/main/docs/UsersManual.md (show fewer)
Dataset