PhD.Heydy Castillejos
Research professor, Universidad Autónoma del Estado de Hidalgo
Research Interests
About
Publications
Melanoma and Nevus Skin Lesion Classification Using Handcraft and Deep Learning Feature Fusion via Mutual Information Measures
Entropy / Apr 23, 2020
Almaraz-Damian, J.-A., Ponomaryov, V., Sadovnychiy, S., & Castillejos-Fernandez, H. (2020). Melanoma and Nevus Skin Lesion Classification Using Handcraft and Deep Learning Feature Fusion via Mutual Information Measures. Entropy, 22(4), 484. https://doi.org/10.3390/e22040484
Wavelet Transform Fuzzy Algorithms for Dermoscopic Image Segmentation
Computational and Mathematical Methods in Medicine / Jan 01, 2012
Castillejos, H., Ponomaryov, V., Nino-de-Rivera, L., & Golikov, V. (2012). Wavelet Transform Fuzzy Algorithms for Dermoscopic Image Segmentation. Computational and Mathematical Methods in Medicine, 2012, 1–11. https://doi.org/10.1155/2012/578721
An intelligent system for the diagnosis of skin cancer on digital images taken with dermoscopy
Acta Polytechnica Hungarica / Sep 21, 2017
An intelligent system for the diagnosis of skin cancer on digital images taken with dermoscopy. (2017). Acta Polytechnica Hungarica, 14(3). https://doi.org/10.12700/aph.14.3.2017.3.10
Fuzzy Filtering Method for Color Videos Corrupted by Additive Noise
The Scientific World Journal / Jan 01, 2014
Ponomaryov, V. I., Montenegro-Monroy, H., Nino-de-Rivera, L., & Castillejos, H. (2014). Fuzzy Filtering Method for Color Videos Corrupted by Additive Noise. The Scientific World Journal, 2014, 1–21. https://doi.org/10.1155/2014/758107
Written Documents Analyzed as Nature-Inspired Processes: Persistence, Anti-Persistence, and Random Walks—We Remember, as Along Came Writing—T. Holopainen
Applied Sciences / Sep 12, 2020
López-Ortega, O., Pérez-Cortés, O., Castillejos-Fernández, H., Castro-Espinoza, F.-A., & González-Mendoza, M. (2020). Written Documents Analyzed as Nature-Inspired Processes: Persistence, Anti-Persistence, and Random Walks—We Remember, as Along Came Writing—T. Holopainen. Applied Sciences, 10(18), 6354. https://doi.org/10.3390/app10186354
Fuzzy Image Segmentation Algorithms in Wavelet Domain
Fuzzy Logic - Algorithms, Techniques and Implementations / Mar 28, 2012
Castillejos, H., & Ponomaryov, V. (2012). Fuzzy Image Segmentation Algorithms in Wavelet Domain. In Fuzzy Logic - Algorithms, Techniques and Implementations. InTech. https://doi.org/10.5772/36336
Clasificación de cáncer de piel utilizando aprendizaje profundo
Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI / Aug 31, 2022
Jaime-Calva, L. R., Castillejos-Fernández, H., Franco-Árcega, A., Miranda-Romagnoli, P., & Pérez-Cortés, O. (2022). Clasificación de cáncer de piel utilizando aprendizaje profundo. Pädi Boletín Científico de Ciencias Básicas e Ingenierías Del ICBI, 10(Especial3), 147–152. https://doi.org/10.29057/icbi.v10iespecial3.9029
Human gait analysis based on automatic recognition: A review
Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI / Aug 31, 2022
Gonzalez-Islas, J. C., Dominguez-Ramirez, O. A., Castillejos-Fernandez, H., & Castro-Espinoza, F. A. (2022). Human gait analysis based on automatic recognition: A review. Pädi Boletín Científico de Ciencias Básicas e Ingenierías Del ICBI, 10(Especial3), 13–21. https://doi.org/10.29057/icbi.v10iespecial3.8927
Clasificación de opiniones provenientes de la web considerando el uso de información de tipo personal
Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI / Aug 31, 2022
Cázares-Pérez, C. A., Franco-Árcega, A., Ortega-Mendoza, R. M., Castillejos-Fernández, H., Suárez-Cansino, J., & López-Morales, V. (2022). Clasificación de opiniones provenientes de la web considerando el uso de información de tipo personal. Pädi Boletín Científico de Ciencias Básicas e Ingenierías Del ICBI, 10(Especial3), 94–102. https://doi.org/10.29057/icbi.v10iespecial3.8998
Crouch Gait Analysis and Visualization Based on Gait Forward and Inverse Kinematics
Applied Sciences / Oct 11, 2022
Gonzalez-Islas, J.-C., Dominguez-Ramirez, O.-A., Lopez-Ortega, O., Peña-Ramirez, J., Ordaz-Oliver, J.-P., & Marroquin-Gutierrez, F. (2022). Crouch Gait Analysis and Visualization Based on Gait Forward and Inverse Kinematics. Applied Sciences, 12(20), 10197. https://doi.org/10.3390/app122010197
Análisis y desarrollo de una solución orientada a las redes celulares con énfasis en la seguridad automovilística y el Internet del Todo
Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI / Jan 05, 2020
Lorenzo Rivas, J. E., & Castillejos Fernández, H. (2020). Análisis y desarrollo de una solución orientada a las redes celulares con énfasis en la seguridad automovilística y el Internet del Todo. Pädi Boletín Científico de Ciencias Básicas e Ingenierías Del ICBI, 7(14), 23–29. https://doi.org/10.29057/icbi.v7i14.4477
Wavelet Transform Segmentation Techniques Implemented on Digital Signal Processor
Физические основы приборостроения / Sep 15, 2012
Ponomaryov, V. I., Castillejos, H., & Duchen, G. (2012). Wavelet Transform Segmentation Techniques Implemented on Digital Signal Processor. Физические Основы Приборостроения, 1(3), 55–67. https://doi.org/10.25210/jfop-1203-055067
Image segmentation in wavelet domain using fuzzy logic
2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control / Oct 01, 2011
Castillejos, H., Ponomaryov, V., & Peralta, R. (2011, October). Image segmentation in wavelet domain using fuzzy logic. 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control. https://doi.org/10.1109/iceee.2011.6106636
Computer-aided diagnostic approach of dermoscopy images acquiring relevant features
Applications of Digital Image Processing XXXIX / Sep 27, 2016
Castillejos-Fernández, H., Franco-Arcega, A., & López-Ortega, O. (2016). Computer-aided diagnostic approach of dermoscopy images acquiring relevant features. In A. G. Tescher (Ed.), SPIE Proceedings. SPIE. https://doi.org/10.1117/12.2237875
Image segmentation in wavelet transform space implemented on DSP
SPIE Proceedings / Jun 01, 2012
Ponomaryov, V. I., Castillejos, H., & Peralta-Fabi, R. (2012). Image segmentation in wavelet transform space implemented on DSP. In N. Kehtarnavaz & M. F. Carlsohn (Eds.), Real-Time Image and Video Processing 2012. SPIE. https://doi.org/10.1117/12.921878
Education
Instituto Politécnico Nacional
PhD, ESIME-CU / June, 2013
Instituto Politécnico Nacional
MASTER IN SCIENCES, EIME-CU / July, 2009
Universidad Autonoma del estado de Hidalgo
Bachelor, ICBI / December, 2006
Experience
Universidad Autónoma del Estado de Hidalgo
Reasearch-Profesor / February, 2014 — June, 2023
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