The Impact of Using Different Color Spaces in Histological Image Classification using Convolutional Neural Networks
In 2021 9th European Workshop on Visual Information Processing (EUVIP 2021)Website
Velastegui, R., & Pedersen, M.
(Speaker)
PUBLICATIONS
List of peer-reviewed publications in Image Processing, Computer Vision, Human Color Perception, Machine Learning, and Deep Learning.
Website
Velastegui, R., & Pedersen, M.
(Speaker)
The Importance of Color Spaces for Image Classification Using Artificial Neural Networks: A Review
The 21st International Conference on Computational Science and its Applications (ICCSA 2021)Website
Velastegui, R., Yang, L., & Han, D.
(Speaker)
CMYK-CIELAB Color Space Transformation Using Machine Learning Techniques
London Imaging Meeting 2021: Imaging for Deep Learning (LIM 2021).Velastegui, R., & Pedersen, M.
(Speaker)
The Impact of Histogram Equalization and Color Mapping on ResNet-34's Overall Performance for COVID-19 Detection
In 2021 4th International Conference on Data Storage and Data Engineering (DSDE 2021).Website
David Freire, J., Rodrigo Montenegro, J., Andres Mejia, H., Paul Guzman, F., Enrique Bustamante, C., Xavier Velastegui, R., & De Los Angeles Guachi, L.
Medical Image Denoising in MRI Reconstruction Procedure
The 21st International Conference on Computational Science and its Applications (ICCSA 2021)Website
Velastegui, R., Yang, L., & Han, D.
Han, D., & Velastegui, R.
The Concatenated Dynamic Convolutional and Sparse Coding on Image Artifacts Reduction
The 21st International Conference on Computational Science and its Applications (ICCSA 2021)Website
Yang, L., & Velastegui, R.
Time series prediction by using Convolutional Neural Networks
In Proceedings of the Future Technologies Conference (FTC 2020).Website
Velastegui, R., Zhinin-Vera, L., Pilliza, G. E., & Chang, O.
(Speaker)
Digital Cryptography Implementation using Neurocomputational Model with Autoencoder Architecture
In Proceedings of the 12th International Conference on Agents and Artificial Intelligence.Website
Socasi, F. Q., Velastegui, R., Zhinin-Vera, L., Valencia-Ramos, R., Ortega-Zamorano, F., & Chang, O.
Q-Credit Card Fraud Detector for Imbalanced Classification using Reinforcement Learning
In Proceedings of the 12th International Conference on Agents and Artificial Intelligence.Website
Zhinin-Vera, L., Chang, O., Valencia-Ramos, R., Velastegui, R., Pilliza, G. E., & Quinga-Socasi, F.
Stock Markets Risk Analysis performance by Self Organized Maps AI techniques: Comparison and Implementation of three SOM methods
In Conference on Information and Communication Technologies of Ecuador (TICEC 2020).Website
Pilliza, G. E., Zhinin-Vera, L., Valencia-Ramos, R., & Velastegui, R.