Publications

Most Recent Publications

  • Duque-Vazquez, Edgar F., Ivan Cruz-Aceves, Raul E. Sanchez-Yanez, and Jonathan Cepeda-Negrete. 2026. “DenseUNet Architecture With Asymmetric Kernels for Automatic Segmentation of Medical Imaging.” International Journal of Imaging Systems and Technology 36, no. 1: e70277. https://doi.org/10.1002/ima.70277.
  • Duque-Vazquez, Edgar F., Ivan Cruz-Aceves, Raul E. Sanchez-Yanez, and Jonathan Cepeda-Negrete. 2025. "Automatic Segmentation of Temporomandibular Joint Components Using Asymmetric Kernels in a DenseUNet Architecture." Symmetry 17, no. 12: 2014. https://doi.org/10.3390/sym17122014.
  • Solis-Arrazola, Manuel A., Raul E. Sanchez-Yanez, Ana M. S. Gonzalez-Acosta, Carlos H. Garcia-Capulin, and Horacio Rostro-Gonzalez. 2025. "Eliciting Emotions: Investigating the Use of Generative AI and Facial Muscle Activation in Children’s Emotional Recognition." Big Data and Cognitive Computing 9, no. 1: 15. https://doi.org/10.3390/bdcc9010015.
  • Duque-Vazquez, Edgar F., Jonathan Cepeda-Negrete, Joel E. López-Meza, Noe Saldaña-Robles, and Raul E. Sanchez-Yanez. 2025. "Convolutional Neural Network for Classifying the Stages of the Cell Cycle." Neural Computing and Applications 37: 2617–26. https://doi.org/10.1007/s00521-024-10709-x.
  • Duque-Vazquez, Edgar F., Raul E. Sanchez-Yanez, Noe Saldaña-Robles, Ma. Fabiola León-Galván, and Jonathan Cepeda-Negrete. 2024. "HeLa Cell Segmentation Using Digital Image Processing." Heliyon 10, no. 5: e26520. https://doi.org/10.1016/j.heliyon.2024.e26520.
  • Solis-Arrazola, Manuel A., Raul E. Sanchez-Yañez, Carlos H. Garcia-Capulin, and Horacio Rostro-Gonzalez. 2024. "Enhancing Image-based Facial Expression Recognition Through Muscle Activation-based Facial Feature Extraction." Computer Vision and Image Understanding 240: 103927. https://doi.org/10.1016/j.cviu.2024.103927.
  • Trujillo-Romero, Felipe, Santiago Omar Caballero Morales, Karen-Lizbeth Flores-Rodriguez, Carlos Garcia-Capulin, and Raul Sanchez-Yanez. 2022. "A Reduced Spherical Model for Optimization of Image Recognition Through 3D Color Histograms." International Journal of Combinatorial Optimization Problems and Informatics 13, no. 3: 43–55. https://doi.org/10.61467/2007.1558.2022.v13i3.308.
  • Parra-Dominguez, Gemma S., Carlos H. Garcia-Capulin, and Raul E. Sanchez-Yanez. 2022. "Automatic Facial Palsy Diagnosis as a Classification Problem Using Regional Information Extracted From a Photograph." Diagnostics 12, no. 7: 1528. https://doi.org/10.3390/diagnostics12071528.
  • Parra-Dominguez, Gemma S., Raul E. Sanchez-Yanez, and Carlos H. Garcia-Capulin. 2022. "Towards Facial Gesture Recognition in Photographs of Patients With Facial Palsy." Healthcare 10, no. 4: 659. https://doi.org/10.3390/healthcare10040659.
  • Bianconi, Francesco, Antonio Fernández, and Raúl E. Sánchez-Yáñez. 2021. "Special Issue Texture and Color in Image Analysis." Applied Sciences 11, no. 9: 3801. https://doi.org/10.3390/app11093801.
  • Parra-Dominguez, Gemma S., Raul E. Sanchez-Yanez, and Carlos H. Garcia-Capulin. 2021. "Facial Paralysis Detection on Images Using Key Point Analysis." Applied Sciences 11, no. 5: 2435. https://doi.org/10.3390/app11052435.
  • Lopez-Alanis, Alberto, Rocio A. Lizarraga-Morales, Marco A. Contreras-Cruz, Victor Ayala-Ramirez, Raul E. Sanchez-Yanez, and Felipe Trujillo-Romero. 2020. "Rule-based Aggregation Driven by Similar Images for Visual Saliency Detection." Applied Intelligence 50, no. 6: 1745–62. https://doi.org/10.1007/s10489-019-01582-6

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