Projects per year
Personal profile
Research Interests
Computer vision, biometrics, patterns recognition, robust statistics and Machine Learning applications in general.
Key Words
Computer Vision, Patterns Recognition, Biometrics, Robust Statistics.
Profession
Civil Industrial and Electrical Engineer, Pontificia Universidad Catolica de Chile 2003
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):
Education/Academic qualification
PhD, Trinity College Dublin
Award Date: 22 Apr 2014
Master, Pontificia Universidad Católica de Chile
Award Date: 4 Sep 2006
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Collaborations and top research areas from the last five years
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Projects
- 1 Finished
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Ensembled-Bayesian framework for efficient deep learning algoritms.
Arellano, C. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
15/03/22 → 14/03/25
Project: Research
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Bayesian Ensemble Model with Detection of Potential Misclassification of Wax Bloom in Blueberry Images
Arellano, C., Sagredo, K., Muñoz, C. & Govan, J., Apr 2025, In: Agronomy. 15, 4, 809.Research output: Contribution to journal › Article › peer-review
Open Access -
Integrated crop-livestock farms have higher topsoil nitrogen and carbon than crop-only farms in Chilean Mediterranean climate volcanic soils
Renwick, L. L. R., Celedón, A., Nájera, F., Fuentes Espoz, J. P., Celedón, D., Arellano, C. & Salazar, O., Jan 2025, In: Agricultural Systems. 222, 104172.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Analysis of the synthetic periocular iris images for robust Presentation Attacks Detection algorithms
Maureira, J., Tapia, J. E., Arellano, C. & Busch, C., Jul 2022, In: IET Biometrics. 11, 4, p. 343-354 12 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Towards an efficient segmentation algorithm for near-infrared eyes images
Valenzuela, A., Arellano, C. & Tapia, J. E., 2020, In: IEEE Access. 8, p. 171598-171607 10 p.Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
An efficient dense network for semantic segmentation of eyes images captured with virtual reality lens
Valenzuela, A., Arellano, C. & Tapia, J., Nov 2019, Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019. Yetongnon, K., Dipanda, A., Sanniti di Baja, G., Gallo, L. & Chbeir, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 28-34 7 p. 9067945. (Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations