Sebastián Salazar-Colores

Centro de Investigaciones en Optica — Mexico

Computer Science · Physical Sciences

12h-index602citations45works3.02yr avg
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Research Topics

Image Enhancement Techniques(11), Advanced Image Processing Techniques(6), EEG and Brain-Computer Interfaces(5), Advanced Image Fusion Techniques(5), Advanced Vision and Imaging(4)

Publications45 total

Comparative Analysis of Transformer-Based and Lightweight Models for the Detection of Nutritional Deficiencies in Lettuce
Communications in computer and information science·2025
Bayesian Optimization of Classification Models for Space Transcriptomic Data Using Machine Learning
Communications in computer and information science·2025
Overview of Artificial Intelligence Applications in Roselle (Hibiscus sabdariffa) from Cultivation to Post-Harvest: Challenges and Opportunities
Agriculture·2025Open Access
A Novel Methodology for Data Augmentation in Cognitive Impairment Subjects Using Semantic and Pragmatic Features Through Large Language Models
Technologies·2025Open Access
A Novel Deep Learning Approach for Precision Agriculture: Quality Detection in Fruits and Vegetables Using Object Detection Models
Agronomy·2025· 2 citedOpen Access
Deep Learning Approaches to Bird’s-Eye View Transformation and RGB-Depth Fusion in Autonomous Vehicles
Computación y Sistemas·2025
Deep Learning in Oral Hygiene: Automated Dental Plaque Detection via YOLO Frameworks and Quantification Using the O’Leary Index
Diagnostics·2025· 16 citedOpen Access
Contributors
Brain-Computer Interfaces·2024Open Access
A study of the relationship of wavelet transform parameters and their impact on EEG classification performance
Brain-Computer Interfaces·2024· 3 cited
Nutritional Monitoring of Rhodena Lettuce via Neural Networks and Point Cloud Analysis
AgriEngineering·2024· 7 citedOpen Access
Non-Invasive Prediction of Choledocholithiasis Using 1D Convolutional Neural Networks and Clinical Data
Diagnostics·2024· 1 citedOpen Access
Parallel Ictal-Net, a Parallel CNN Architecture with Efficient Channel Attention for Seizure Detection
Sensors·2024· 8 citedOpen Access
Dsmk-DcSeg-Lap, a Generative Adversarial Network Guided by Dark-Chanel and Segmentation to Smoke Removal in Laparoscopic Images
2024· 2 cited
Towards lane detection using a generative adversarial network
Nova Scientia·2023· 2 citedOpen Access
Removal of smoke effects in laparoscopic surgery via adversarial neural network and the dark channel prior
Cirugía y Cirujanos (English Edition)·2023· 3 citedOpen Access
Classification of COVID-19 Mortality Risk: A Neural Network-Based Approach Using Mexican Healthcare Sector Data
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2023
Improving Idiopathic Pulmonary Fibrosis Damage Prediction with Segmented Images in a Deep Learning Model
2023· 1 cited
Effect of Flow Distributor Configuration on the Hydrodynamics in a Multipurpose Flow Electrochemical Reactor: Numerical Analysis and Experimental Characterization Employing Digital Image Treatment
Industrial & Engineering Chemistry Research·2023· 7 cited
Adversarial Attack Versus a Bio-Inspired Defensive Method for Image Classification
Communications in computer and information science·2023· 1 cited
A Novel Method Based on Gunnar Farneback Method, Mathematical Morphology, and Artificial Vision for Flow Analysis in Electrochemical Reactors
Communications in computer and information science·2023
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Frequent Co-authors

Juan Manuel Ramos-Arreguín(10), César J. Ortiz‐Echeverri(9), E. Ulises Moya-Sánchez(7), Eduardo Cabal‐Yépez(6), Juvenal Rodríguez‐Reséndiz(6), Gerardo Flores(6), Ulises Cortés(6), Gerardo Hernández-Nava(5), Jesús Carlos Pedraza‐Ortega(4), Alfonso Ramírez-Pedraza(4), Sebastià Xambó-Descamps(4), Saúl Tovar‐Arriaga(3), Juan Terven(3), José‐Joel González‐Barbosa(3), Diana‐Margarita Córdova‐Esparza(3), Julio-Alejandro Romero-González(3), Hugo Alberto-Moreno(3), Enrique Mena-Camilo(3), Luis M. Ledesma-Carrillo(2), Ivan Cruz‐Aceves(2)