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Articles In JCR-indexed Journals

  • [34] 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.
  • [33] 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.
  • [32] 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.
  • [31] 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.
  • [30] 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.
  • [29] 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.
  • [28] 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.
  • [27] 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.
  • [26] 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.
  • [25] 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.
  • [24] 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.
  • [23] 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.
  •  [22] Lara-Ramirez, Jose Edgar, Carlos Hugo Garcia-Capulin, Maria De Jesus Estudillo-Ayala, Juan Gabriel Avina-Cervantes, Raul Enrique Sanchez-Yanez, and Horacio Rostro-Gonzalez. 2019. "Parallel Hierarchical Genetic Algorithm for Scattered Data Fitting Through B-Splines." Applied Sciences 9, no. 11: 2336. https://doi.org/10.3390/app9112336. 
  • [21] Lopez-Alanis, Alberto, Rocio A. Lizarraga-Morales, Raul E. Sanchez-Yanez, Diana E. Martinez-Rodriguez, and Marco A. Contreras-Cruz. 2019. "Visual Saliency Detection Using a Rule-Based Aggregation Approach." Applied Sciences 9, no. 10: 2015. https://doi.org/10.3390/app9102015. 
  • [20] Lizarraga-Morales, Rocio A., Fernando E. Correa-Tome, Raul E. Sanchez-Yanez, and Jonathan Cepeda-Negrete. 2019. "On The Use of Binary Features in a Rule-Based Approach for Defect Detection on Patterned Textiles." IEEE Access 7: 18042–49. https://doi.org/10.1109/access.2019.2896078. 
  • [19] Cepeda-Negrete, Jonathan, Raul E. Sanchez-Yanez, Fernando E. Correa-Tome, and Rocio A. Lizarraga-Morales. 2017. "Dark Image Enhancement Using Perceptual Color Transfer." IEEE Access 6: 14935–45. https://doi.org/10.1109/access.2017.2763898. 
  • [18] Jimenez-Arredondo, Victor H., Jonathan Cepeda-Negrete, and Raul E. Sanchez-Yanez. 2017. "Multilevel Color Transfer on Images for Providing an Artistic Sight of the World." IEEE Access 5: 15390–99. https://doi.org/10.1109/access.2017.2732359. 
  • [17] Lizarraga-Morales, Rocio A., Raul E Sanchez-Yanez, and Roberto Baeza-Serrato. 2016. "Defect Detection on Patterned Fabrics Using Texture Periodicity and the Coordinated Clusters Representation." Textile Research Journal 87, no. 15: 1869–82. https://doi.org/10.1177/0040517516660885. 
  • [16] Correa-Tome, Fernando E., and Raul E. Sanchez-Yanez. 2013. "Fast Similarity Metric for Real-time Template-matching Applications." Journal of Real-Time Image Processing 12, no. 1: 145–53. https://doi.org/10.1007/s11554-013-0363-0. 
  • [15] Arriaga-Garcia, Edgar F., Raul E. Sanchez-Yanez, Jose Ruiz-Pinales, and Ma. De Guadalupe Garcia-Hernandez. 2015. "Adaptive Sigmoid Function Bihistogram Equalization for Image Contrast Enhancement." Journal of Electronic Imaging 24, no. 5: 053009. https://doi.org/10.1117/1.jei.24.5.053009. 
  • [14] Correa-Tome, Fernando E., and Raul E. Sanchez-Yanez. 2015. "Integral Split-and-merge Methodology for Real-time Image Segmentation." Journal of Electronic Imaging 24, no. 1: 013007. https://doi.org/10.1117/1.jei.24.1.013007. 
  • [13] Cepeda-Negrete, Jonathan, and Raul E. Sanchez-Yanez. 2014. "Automatic Selection of Color Constancy Algorithms for Dark Image Enhancement by Fuzzy Rule-based Reasoning." Applied Soft Computing 28: 1–10. https://doi.org/10.1016/j.asoc.2014.11.034. 
  • [12] Lizarraga-Morales, Rocio A., Yimo Guo, Guoying Zhao, Matti Pietikäinen, and Raul E Sanchez-Yanez. 2014. "Local Spatiotemporal Features for Dynamic Texture Synthesis." EURASIP Journal on Image and Video Processing 2014, no. 1. https://doi.org/10.1186/1687-5281-2014-17. 
  • [11] Lizarraga-Morales, Rocio A., Raul E. Sanchez-Yanez, Victor Ayala-Ramirez, and Fernando E. Correa-Tome. 2014. "Integration of Color and Texture Cues in a Rough Set–based Segmentation Method." Journal of Electronic Imaging 23, no. 2: 023003. https://doi.org/10.1117/1.jei.23.2.023003. 
  • [10] Lizarraga-Morales, Rocio A., Raul E. Sanchez-Yanez, Victor Ayala-Ramirez, and Alberto J. Patlan-Rosales. 2014. "Improving a Rough Set Theory-based Segmentation Approach Using Adaptable Threshold Selection and Perceptual Color Spaces." Journal of Electronic Imaging 23, no. 1: 013024. https://doi.org/10.1117/1.jei.23.1.013024. 
  • [09] Lizarraga-Morales, Rocio A., Raul E. Sanchez-Yanez, and Victor Ayala-Ramirez. 2012. "Fast Texel Size Estimation in Visual Texture Using Homogeneity Cues." Pattern Recognition Letters 34, no. 4: 414–22. https://doi.org/10.1016/j.patrec.2012.09.022. 
  • [08] Correa-Tome, Fernando E., Raul E. Sanchez-Yanez, and Victor Ayala-Ramirez. 2012. "Measuring Empirical Discrepancy in Image Segmentation Results." IET Computer Vision 6, no. 3: 224–30. https://doi.org/10.1049/iet-cvi.2010.0179. 
  • [07] Correa-Tome, Fernando E., Raul E. Sanchez-Yanez, and Victor Ayala-Ramirez. 2011. "Comparison of Perceptual Color Spaces for Natural Image Segmentation Tasks." Optical Engineering 50, no. 11: 117203. https://doi.org/10.1117/1.3651799. 
  • [06] Ramirez-Paredes, Juan-Pablo, Raul E. Sanchez-Yanez, and Victor Ayala-Ramirez. 2011. "A Fuzzy Inference Approach to Template-based Visual Tracking." Machine Vision and Applications 23, no. 3: 427–39. https://doi.org/10.1007/s00138-010-0314-8. 
  • [05] Ayala-Ramirez, Victor, Carlos H. Garcia-Capulin, Arturo Perez-Garcia, and Raul E. Sanchez-Yanez. 2005. "Circle Detection on Images Using Genetic Algorithms." Pattern Recognition Letters 27, no. 6: 652–57. https://doi.org/10.1016/j.patrec.2005.10.003. 
  • [04] Almanza-Ojeda, Dora L., Victor Ayala-Ramirez, Raul E. Sanchez-Yanez, and Gabriel Avina-Cervantes. 2005. "Performance Evaluation of a Segmentation Algorithm for Synthetic Texture Images." In Lecture Notes in Computer Science, 379–85. https://doi.org/10.1007/11579427_38. 
  • [03] Kurmyshev, Evguenii V., and Raul E. Sanchez-Yanez. 2004. "Comparative Experiment With Colour Texture Classifiers Using the CCR Feature Space." Pattern Recognition Letters 26, no. 9: 1346–53. https://doi.org/10.1016/j.patrec.2004.11.028. 
  • [02] Sánchez-Yáñez, Raúl E., Evguenii V Kurmyshev, and Antonio Fernández. 2003. "One-class Texture Classifier in the CCR Feature Space." Pattern Recognition Letters 24, no. 9–10: 1503–11. https://doi.org/10.1016/s0167-8655(02)00389-6. 
  • [01] Sánchez-Yáñez, Raúl E., Evguenii V. Kurmyshev, and Francisco J. Cuevas. 2002. "A Framework for Texture Classification Using the Coordinated Clusters Representation." Pattern Recognition Letters 24, no. 1–3: 21–31. https://doi.org/10.1016/s0167-8655(02)00185-x.
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