Jesús E. Miranda-Vega

ORCID: 0000-0003-0618-0455
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About
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Research Areas
  • Astronomical Observations and Instrumentation
  • Advanced Measurement and Detection Methods
  • 3D Surveying and Cultural Heritage
  • Advanced Vision and Imaging
  • Image Processing Techniques and Applications
  • Robotics and Sensor-Based Localization
  • Optical measurement and interference techniques
  • Remote Sensing and LiDAR Applications
  • Advanced Optical Sensing Technologies
  • Surface Roughness and Optical Measurements
  • Sensor Technology and Measurement Systems
  • Advanced Measurement and Metrology Techniques
  • Phonocardiography and Auscultation Techniques
  • Image and Object Detection Techniques
  • Robotics and Automated Systems
  • Industrial Vision Systems and Defect Detection
  • Music and Audio Processing
  • Psychology Research and Bibliometrics
  • Vehicle License Plate Recognition
  • Advanced Sensor Technologies Research
  • Gaze Tracking and Assistive Technology
  • Leaf Properties and Growth Measurement
  • Context-Aware Activity Recognition Systems
  • EEG and Brain-Computer Interfaces
  • Advanced Image Fusion Techniques

Weatherford College
2024

Mexicali Institute of Technology
2014-2024

Tecnológico Nacional de México
2022-2024

Universidad Autónoma de Baja California
2017-2022

Universidad Politécnica de Baja California
2020

The present paper describes the experimentation in a controlled environment and real using different photosensors, such as infrared light emitting diode (IRLED-as receiver), photodiode, dependent resistor (LDR), blue LED for purpose of selecting those devices, which can be employed adverse conditions, sunlight or artificial sources. experiments that are described this confirmed phototransistor could used photosensor an Optical Scanning System (OSS), because they were less sensitive to...

10.3390/s18061684 article EN cc-by Sensors 2018-05-24

The design of machine vision applications allows automatic inspection, measuring systems, and robot guidance. Typical industrial robots are based on no-contact sensors to give the information about environment. Robot's requires photosensors or video cameras make intelligent decisions its localization. Video used as image-capturing equipment too costly in comparison with optical scanning systems (OSS). OSS system provides spatial coordinates measurements that can be exploited solve a wide...

10.1109/jsen.2020.3024094 article EN IEEE Sensors Journal 2020-09-14

This paper introduces an autonomous robot designed for in-pipe structural health monitoring of oil/gas pipelines. system employs a 3D Optical Laser Scanning Technical Vision System (TVS) to continuously scan the internal surface pipeline. elaborates on mathematical methodology laser scanning based dynamic triangulation. presents framework governing combined kinematics Mobile Robot (MR) and TVS. It discusses custom design MR, adjusting it use robustized mathematics, incorporating scanner...

10.3390/math12131940 article EN cc-by Mathematics 2024-06-22

A novelty signal processing method is proposed for a technical vision system (TVS). During data acquisition of an optoelectrical signal, part this random electrical fluctuation voltages. Information theory (IT) well-known field that deals with processes. based on using the Shannon Entropy feature extractions optical patterns presented. IT implemented in structural health monitoring (SHM) to augment accuracy optoelectronic classifiers metrology subsystem TVS. To enhance TVS spatial coordinate...

10.3390/e25081207 article EN cc-by Entropy 2023-08-14

This article presents a 3-D anthropometric vision system, free of ionizing radiation for measuring the medial longitudinal arch (MLA) and angle (LAA) foot, essential evaluating foot disorders that can affect person's lifestyle. Existing 2-D techniques determining MLA based on tests have limitations because they exclude important information about such as pronation, dorsiflexion, rotation. To overcome these limitations, proposed system uses stereo landmark detection algorithm to measure LAA,...

10.1109/tim.2023.3334341 article EN IEEE Transactions on Instrumentation and Measurement 2023-11-17

Laser-based scanners are widely used in state of the art technologies that obtain physic dimensions environment. Either for positioning purposes or 3D scanning surfaces and objects, laser have become very powerful tools these areas. In terms new novel scanners, it's important to some ways determine statistical data supports its reliability. Therefore development ways, methods, can help this analysis becomes important.

10.1109/isie45063.2020.9152268 article EN 2020-06-01

Laser Scanners used for Structural Health Monitoring applications such as Pipelines Inspections normally needs Point Clouds from a large quantity of individual measurements that should be adjusted or post-processed to decrease overall point-cloud errors depending on scanner's characteristics. The posterior adjustment is commonly addressed by different mathematical methods computational algorithms. According application requirements machine learning, signal filtering, RANSAC algorithms are...

10.1109/iecon51785.2023.10312684 article EN IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society 2023-10-16

This paper shows the experimentation for classification of vehicle images by artificial vision creating a deep neural network model using Keras and Tensorflow libraries with Python language, machine learning algorithm. The results are used to select best camera position record vehicular traffic identify highway occupancy.

10.1109/isie45063.2020.9152440 article EN 2020-06-01

This paper describes a mathematical method for obstacle coordinates transformation from Technical Vision System (TVS) Body-Frame to an Automated Guided Vehicle (AGV) Navigation-Frame. The is AGVs equipped with TVS scan the scene in front of its travel direction order detect presence objects and measure their Navigation-Frame avoid them. proposed coordinate's based on kinematic model that includes calculation load variation influence by change center gravity AGV traveling ideal floor conditions.

10.1109/isie51582.2022.9831512 article EN 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE) 2022-06-01

This paper proposes an enhancement of a singular spectrum analysis (SSA) technique based on Hilbert Matrix (SSA-H) for autonomous navigation systems in harsh environment. SSA is that has caught the attention different fields, and used to extract trends patterns time series domain. In this work, SSA-H transform raw optical signals into meaningful information build machine learning (ML) models. A technical vision system (TVS) with laser scanning depth measurements presented. According...

10.1109/jsen.2024.3405337 article EN IEEE Sensors Journal 2024-05-31

Las enfermedades respiratorias representan una de las principales causas muerte en el mundo. La prevención, diagnóstico oportuno y tratamiento efectivo son pilares fundamentales para reducir la propagación enfermedades, así como su impacto negativo sociedad. El presente trabajo está enfocado desarrollar un modelo computacional, a través del uso algoritmo Histograma Gradientes Orientados (HOG) conjunto con técnicas aprendizaje máquina, capaz clasificar sonidos respiratorios adventicios;...

10.46842/ipn.cien.v28n1a04 article ES cc-by-nc Científica 2024-01-01

This paper proposes an advancement in the application of a Technical Vision System (TVS), which integrates laser scanning mechanism with single light sensor to measure 3D spatial coordinates. In this application, system is used scan and digitalize objects using rotating table explore potential for at reduced resolutions. The experiments undertaken searched optimal windows statistical data filtering techniques regression models find method generate that was still recognizable least amount...

10.3390/e26080646 article EN cc-by Entropy 2024-07-30
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