All Stories

  1. Automatic Robotics Medication Delivery System: The ANDIS Case Study

    Article • October 2025, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  2. Challenges and Advances in Digital Processing of Fetal Phonocardiography Signal: A Review

    Article • October 2025, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  3. Edge-Enhanced Knowledge Distillation System for Diabetic Retinopathy Lesions Computer-Aided Diagnosis

    Article • October 2025, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  4. Metaheuristic Strategy in Automatic Robotics Navigation for Patient Care in Hospitals

    Article • October 2025, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  5. Orthosis Control Based on Electromyographic Signals and Machine Learning

    Article • October 2025, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  6. Non-Contact Oxygen Saturation Estimation Using Deep Learning Ensemble Models and Bayesian Optimization

    Article • Technologies, July 2025, MDPI AG

    PhD Ernesto Moya-Albor

  7. Identifying and Mitigating Label Noise in Deep Learning for Image Classification

    Article • Technologies, April 2025, MDPI AG

    PhD Ernesto Moya-Albor

  8. Design of an Underwater Mechatronics System for Detecting Dissolved Solids in Water

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  9. Adversarial Validation in Image Classification Datasets by Means of Cumulative Spectral Gradient

    Article • Algorithms, November 2024, MDPI AG

    PhD Ernesto Moya-Albor

  10. Evaluation of Dataset Distribution in Biomedical Image Classification Against Image Acquisition Distortions

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  11. Non-Contact Respiratory Rate Estimation in Newborns During Quiet Sleep Using Video Magnification Techniques and a 3D Convolutional Neural Network

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  12. Optimal Dataset Size for Fine-Tuning sEMG-Based Hand Gesture Recognition in Rehabilitation Prosthesis

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  13. A Vision-based Robotic Navigation Method Using an Evolutionary and Fuzzy Q-Learning Approach

    Article • Journal of Artificial Intelligence and Technology, October 2024, Intelligence Science and Technology Press Inc.

    PhD Ernesto Moya-Albor

  14. ConvNext as a Basis for Interpretability in Coffee Leaf Rust Classification

    Article • Mathematics, August 2024, MDPI AG

    PhD Ernesto Moya-Albor

  15. Computer-Aided Diagnosis of Diabetic Retinopathy Lesions Based on Knowledge Distillation in Fundus Images

    Article • Mathematics, August 2024, MDPI AG

    PhD Ernesto Moya-Albor

  16. Bio-Inspired Watermarking Method for Authentication of Fundus Images in Computer-Aided Diagnosis of Retinopathy

    Article • Mathematics, February 2024, MDPI AG

    PhD Ernesto Moya-Albor

  17. High-Dimensional Feature Selection for Automatic Classification of Coronary Stenosis Using an Evolutionary Algorithm

    Article • Diagnostics, January 2024, MDPI AG

    PhD Ernesto Moya-Albor

  18. Contactless Video-Based Vital-Sign Measurement Methods: A Data-Driven Review

    Article • January 2024, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  19. From Project-Based Learning to Innovative Technologies in Mechatronics Course: A Case Study in a Private University in Mexico City

    Article • January 2024, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  20. A Hermite Transform based Method for Physiological Signal Watermarking

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  21. A Photoplethysmography Signal Encryption Approach Based on the Modular Derivative and Langton’s Ant

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  22. A non-contact oxygen saturation estimation using Video Magnification and a Deep Learning method

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  23. Classification of Coronary Stenosis using a Support Vector Machine with Automatic Parameter Tuning

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  24. sEMG based hand gesture recognition for rehabilitation prosthetics based on machine learning methods

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  25. A Robust and Secure Watermarking Approach Based on Hermite Transform and SVD-DCT

    Article • Applied Sciences, July 2023, MDPI AG

    PhD Ernesto Moya-Albor

  26. Mechatronic Design of a Low-Cost Smart Wheelchair Controlled by Joystick and Voice Commands

    Article • Computación y Sistemas, June 2023, Instituto Politecnico Nacional/Centro de Investigacion en Computacion

    PhD Ernesto Moya-Albor

  27. Color Image Encryption Algorithm Based on a Chaotic Model Using the Modular Discrete Derivative and Langton’s Ant

    Article • Mathematics, May 2023, MDPI AG

    PhD Ernesto Moya-Albor

  28. A Computer Vision Approach to Terminus Movement Analysis of Viedma Glacier

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  29. Design of a Soft Gripper Hand for a Quadruped Robot

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  30. Development of an Electric Powered Assisted Cycle with a Heart Rate Sensor Control System

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  31. Portable Device for Monitoring the Respiratory Rate in Home Conditions

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  32. Towards the Distributed Wound Treatment Optimization Method for Training CNN Models: Analysis on the MNIST Dataset

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  33. Authentication of medical images through a hybrid watermarking method based on Hermite-Jigsaw-SVD

    Article • March 2023, SPIE

    PhD Ernesto Moya-Albor

  34. Modeling of the major temporal arcade using genetic algorithms and orthogonal polynomials

    Article • March 2023, SPIE

    PhD Ernesto Moya-Albor

  35. Non-Contact Breathing Rate Estimation Using Machine Learning with an Optimized Architecture

    Article • Mathematics, January 2023, MDPI AG

    PhD Ernesto Moya-Albor

  36. Exoskeleton system in the right arm for people with atrophic muscle disorder

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  37. Towards the Design of a Dual-Camera Vision System for Attention and Monitoring

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  38. Automatic Classification of Coronary Stenosis using Convolutional Neural Networks and Simulated Annealing

    Article • November 2022, Taylor & Francis

    PhD Ernesto Moya-Albor

  39. A non-contact SpO2 estimation using a video magnification technique

    Article • December 2021, SPIE

    PhD Ernesto Moya-Albor

  40. Secure medical image encryption approach based on Langton's ant and jigsaw transform

    Article • December 2021, SPIE

    PhD Ernesto Moya-Albor

  41. Modular IoT-based Automated Hydroponic System

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  42. Optical Flow-Hermite and Fuzzy Q-Learning Based Robotic Navigation Approach

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  43. SCOMA hand prosthetic

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  44. RADAMA: Design of an Intelligent Waste Separator with the Combination of Different Sensors

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  45. Image Encryption and Decryption System through a Hybrid Approach Using the Jigsaw Transform and Langton’s Ant Applied to Retinal Fundus Images

    Article • Axioms, September 2021, MDPI AG

    Juan Gabriel Avina-Cervantes, PhD Ernesto Moya-Albor

  46. A perceptive watermarking approach applied to COVID-19 imaging data

    Article • November 2020, SPIE

    PhD Ernesto Moya-Albor

  47. Non-contact breathing rate monitoring system using a magnification technique and artificial hydrocarbon networks

    Article • November 2020, SPIE

    PhD Ernesto Moya-Albor

  48. Vision-Based Analysis on Leaves of Tomato Crops for Classifying Nutrient Deficiency using Convolutional Neural Networks

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  49. Distributed evolutionary learning control for mobile robot navigation based on virtual and physical agents

    Article • Simulation Modelling Practice and Theory, July 2020, Elsevier

    PhD Ernesto Moya-Albor

  50. A non-contact heart rate estimation method using video magnification and neural networks

    Article • IEEE Instrumentation and Measurement Magazine, June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  51. Freezing front velocity estimation using image processing techniques

    Article • Measurement, February 2020, Elsevier

    PhD Ernesto Moya-Albor

  52. 3D Hermite Transform Optical Flow Estimation in Left Ventricle CT Sequences

    Article • Sensors, January 2020, MDPI AG

    PhD Ernesto Moya-Albor

  53. A Contactless Respiratory Rate Estimation Method Using a Hermite Magnification Technique and Convolutional Neural Networks

    Article • Applied Sciences, January 2020, MDPI AG

    PhD Ernesto Moya-Albor

  54. Non-contact breathing rate monitoring system using a magnification technique and convolutional networks

    Article • January 2020, SPIE

    PhD Ernesto Moya-Albor

  55. Nuclear density analysis in microscopic images for the characterization of retinal geographic atrophy

    Article • January 2020, SPIE

    PhD Ernesto Moya-Albor

  56. Application of Convolutional Neural Networks for Fall Detection Using Multiple Cameras

    Article • January 2020, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  57. Challenges and Trends in Multimodal Fall Detection for Healthcare

    Article • January 2020, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  58. Open Source Implementation for Fall Classification and Fall Detection Systems

    Article • January 2020, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  59. Vision-Based Autonomous Navigation with Evolutionary Learning

    Article • January 2020, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  60. A vision-based approach for fall detection using multiple cameras and convolutional neural networks: A case study using the UP-Fall detection dataset

    Article • Computers in Biology and Medicine, December 2019, Elsevier

    PhD Ernesto Moya-Albor

  61. Lack of Delta-Sarcoglycan (Sgcd) Results in Retinal Degeneration

    Article • International Journal of Molecular Sciences, November 2019, MDPI AG

    PhD Ernesto Moya-Albor

  62. Bio-inspired Optical Flow-based Autonomous Obstacle Avoidance Control

    Article • November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  63. GABOT: Garbage Autonomous Collector for Indoors at Low Cost

    Article • November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  64. Stair Climbing Robot Based on Convolutional Neural Networks for Visual Impaired

    Article • November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  65. UP-Fall Detection Dataset: A Multimodal Approach

    Article • Sensors, April 2019, MDPI AG

    PhD Ernesto Moya-Albor

  66. An Intelligent Human Fall Detection System Using a Vision-Based Strategy

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  67. Non-contact breathing rate monitoring system based on a Hermite video magnification technique

    Article • December 2018, SPIE

    PhD Ernesto Moya-Albor

  68. Segmentation and motion estimation applied to fetal heart analysis using a multi-texture active appearance model and an optical flow approach

    Article • December 2018, SPIE

    PhD Ernesto Moya-Albor

  69. Thoughts and emotion assimilation and detonation through VR for people with ASD

    Article • December 2018, SPIE

    PhD Ernesto Moya-Albor

  70. A Novel Artificial Organic Control System for Mobile Robot Navigation in Assisted Living Using Vision- and Neural-Based Strategies

    Article • Computational Intelligence and Neuroscience, December 2018, Hindawi Publishing Corporation

    PhD Ernesto Moya-Albor, Hiram Ponce

  71. Hybrid Methods to Quantify Ice Front Movement during Freeze-concentration Process

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  72. Distance Estimation Using a Bio-Inspired Optical Flow Strategy Applied to Neuro-Robotics

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  73. Heart Rate Estimation using Hermite Transform Video Magnification and Deep Learning*

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  74. A fast and bio-inspired optical flow approach in cardiac MRI sequences

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Ernesto Moya-Albor

  75. Phase-based motion magnification video for monitoring of vital signals using the Hermite transform

    Article • November 2017, SPIE

    PhD Ernesto Moya-Albor

  76. An Edge Detection Method using a Fuzzy Ensemble Approach

    Article • Acta Polytechnica Hungarica, October 2017, Obuda University

    PhD Ernesto Moya-Albor

  77. 3D optical flow estimation in cardiac CT images using the Hermite transform

    Article • January 2017, SPIE

    PhD Ernesto Moya-Albor

  78. Video motion magnification for monitoring of vital signals using a perceptual model

    Article • January 2017, SPIE

    PhD Ernesto Moya-Albor

  79. A Novel Artificial Organic Controller with Hermite Optical Flow Feedback for Mobile Robot Navigation

    Article • August 2016, IntechOpen

    PhD Ernesto Moya-Albor

  80. Segmentation and optical flow estimation in cardiac CT sequences based on a spatiotemporal PDM with a correction scheme and the Hermite transform

    Article • Computers in Biology and Medicine, February 2016, Elsevier

    PhD Ernesto Moya-Albor

  81. Motion magnification using the Hermite transform

    Article • December 2015, SPIE

    PhD Ernesto Moya-Albor

  82. Mobile Robot with Movement Detection Controlled by a Real-Time Optical Flow Hermite Transform

    Article • December 2015, Springer Science + Business Media

    PhD Ernesto Moya-Albor

  83. Watermarked cardiac CT image segmentation using deformable models and the Hermite transform

    Article • January 2015, SPIE

    PhD Ernesto Moya-Albor

  84. A level set approach for left ventricle detection in CT images using shape segmentation and optical flow

    Article • January 2015, SPIE

    PhD Ernesto Moya-Albor

  85. Texture descriptor approaches to level set segmentation in medical images

    Article • May 2014, SPIE

    Dr Gabriel Cristobal, Dr. Rodrigo Nava, PhD Ernesto Moya-Albor

  86. Optical flow estimation of the heart's short axis view using a perceptual approach

    Article • November 2013, SPIE

    PhD Ernesto Moya-Albor

  87. Motion estimation and segmentation in CT cardiac images using the Hermite transform and active shape models

    Article • September 2013, SPIE

    PhD Ernesto Moya-Albor

  88. Optical flow estimation in cardiac CT images using the steered Hermite transform

    Article • Signal Processing Image Communication, March 2013, Elsevier

    PhD Ernesto Moya-Albor