Sebastián Salazar-Colores

27 papers Journal 20Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Incisional hernia prediction using machine learning models.
BMC Medical Informatics Decis. Mak.
Edgard Efren Lozada-Hernández, Tania A. Ramirez-delReal, Sebastián Salazar-Colores, Dagoberto Armenta-Medina
2025 J jnl
Deep Learning Approaches to Bird's-Eye View Transformation and RGB-Depth Fusion in Autonomous Vehicles.
Computación y Sistemas (CyS)
Daniel A. Martinez-Barba, Luis M. Valentín-Coronado, Israel Becerra, Sebastián Salazar-Colores, Carlos A. Paredes-Orta
2024 — conf
Front-to-Bird's-Eye-View Transformation for Autonomous Vehicles: A Class Imbalance-Based Approach.
MCPR
Daniel A. Martinez-Barba, Luis M. Valentín-Coronado, Israel Becerra, Sebastián Salazar-Colores, Carlos A. Paredes-Orta
2024 J jnl
Parallel Ictal-Net, a Parallel CNN Architecture with Efficient Channel Attention for Seizure Detection.
Sensors
Gerardo Hernández Nava, Sebastián Salazar-Colores, Eduardo Cabal-Yepez, Juan Manuel Ramos-Arreguín
2023 — conf
A Novel Method Based on Gunnar Farneback Method, Mathematical Morphology, and Artificial Vision for Flow Analysis in Electrochemical Reactors.
WITCOM
Daniel A. Gutiérrez-Jiménez, Sebastián Salazar-Colores, Fernando F. Rivera, José Trinidad López-Maldonado
2023 — conf
Adversarial Attack Versus a Bio-Inspired Defensive Method for Image Classification.
WITCOM
Oscar Garcia-Porras, Sebastián Salazar-Colores, Eduardo Ulises Moya-Sánchez, Abraham Sánchez Pérez
2023 — conf
Improving Idiopathic Pulmonary Fibrosis Damage Prediction with Segmented Images in a Deep Learning Model.
CAI
Sheila Leyva-López, Gerardo Hernández Nava, Enrique Mena Camilo, Sebastián Salazar-Colores
2022 J jnl
Un método para simular lluvia mediante motion blur y ruido sal y pimienta.
Res. Comput. Sci.
Romero-Olmos Roberto-Carlos, Sebastián Salazar-Colores, Hugo Moreno Jiménez, Gerardo Flores
2021 J jnl
A Trainable Monogenic ConvNet Layer Robust in Front of Large Contrast Changes in Image Classification.
IEEE Access
Eduardo Ulises Moya-Sánchez, Sebastià Xambó-Descamps, Abraham Sánchez Pérez, Sebastián Salazar-Colores, Ulises Cortés
2021 J jnl
A trainable monogenic ConvNet layer robust in front of large contrast changes in image classification.
CoRR
Eduardo Ulises Moya-Sánchez, Sebastià Xambó-Descamps, Abraham Sánchez, Sebastián Salazar-Colores, Ulises Cortés
2021 J jnl
Segmentación de caminos en entornos virtuales.
Res. Comput. Sci.
José Héctor León-Chávez, Juan Manuel Ramos-Arreguín, Sebastián Salazar-Colores, Saúl Tovar-Arriaga, Jesús Carlos Pedraza-Ortega
2020 J jnl
A bio-inspired quaternion local phase CNN layer with contrast invariance and linear sensitivity to rotation angles.
Pattern Recognit. Lett.
Eduardo Ulises Moya-Sánchez, Sebastià Xambó-Descamps, Abraham Sánchez, Sebastián Salazar-Colores, Jorge Martínez-Ortega, Ulises Cortés
2020 J jnl
Desmoking Laparoscopy Surgery Images Using an Image-to-Image Translation Guided by an Embedded Dark Channel.
IEEE Access
Sebastián Salazar-Colores, Hugo Moreno Jiménez, César Javier Ortiz Echeverri, Gerardo Flores
2020 J jnl
Desmoking laparoscopy surgery images using an image-to-image translation guided by an embedded dark channel.
CoRR
Sebastián Salazar-Colores, Hugo Alberto-Moreno, César Javier Ortiz Echeverri, Gerardo Flores
2020 J jnl
Fast Single Image Defogging With Robust Sky Detection.
IEEE Access
Sebastián Salazar-Colores, Eduardo Ulises Moya-Sánchez, Juan Manuel Ramos-Arreguín, Eduardo Cabal-Yepez, Gerardo Flores, Ulises Cortés
2020 J jnl
Improving 3D reconstruction accuracy in wavelet transform profilometry by reducing shadow effects.
IET Image Process.
Claudia-Victoria López-Torres, Sebastián Salazar-Colores, Kevin Kells, Jesús Carlos Pedraza-Ortega, Juan Manuel Ramos-Arreguín
2019 J jnl
A Fast Image Dehazing Algorithm Using Morphological Reconstruction.
IEEE Trans. Image Process.
Sebastián Salazar-Colores, Eduardo Cabal-Yepez, Juan Manuel Ramos-Arreguín, Guillermo Botella, Luis Manuel Ledesma-Carrillo, Sergio Ledesma
2019 — conf
A Fast and Robust Deep Learning Approach for Hand Object Grasping Confirmation.
MICAI
Sebastián Salazar-Colores, Arquímides Méndez-Molina, David Carrillo-López, Esaú Escobar-Juárez, Eduardo F. Morales, Luis Enrique Sucar
2019 J jnl
A New Approach for Motor Imagery Classification Based on Sorted Blind Source Separation, Continuous Wavelet Transform, and Convolutional Neural Network.
Sensors
César Javier Ortiz Echeverri, Sebastián Salazar-Colores, Juvenal Rodríguez-Reséndiz, Roberto Augusto Gómez-Loenzo
2019 J jnl
Dark Channel Applied for Reduction of the Effects of Non-uniform Illumination in Image Binarization.
Computación y Sistemas
Sebastián Salazar-Colores, Mariano Garduño-Aparicio, Eduardo Ulises Moya-Sánchez, Claudia Victoria Lopez, Juan Manuel Ramos-Arreguín
2019 J jnl
Detection, Count, and Classification of Visual Ganglia Columns of Drosophila Pupae.
Computación y Sistemas
Enrique Javier Arriaga-Varela, Eduardo Ulises Moya-Sánchez, Armando Aguilar Meléndez, Octavio Castillo Reyes, Eduardo Vázquez-Santacruz, Sebastián Salazar-Colores, Ulises Cortés
2019 J jnl
Efficient single image dehazing by modifying the dark channel prior.
EURASIP J. Image Video Process.
Sebastián Salazar-Colores, Juan Manuel Ramos-Arreguín, Jesús Carlos Pedraza-Ortega, Juvenal Rodríguez-Reséndiz
2019 J jnl
Statistical multidirectional line dark channel for single-image dehazing.
IET Image Process.
Sebastián Salazar-Colores, Eduardo Ulises Moya-Sánchez, Juan Manuel Ramos-Arreguín, Eduardo Cabal-Yepez
2018 J jnl
Image dehazing using morphological opening, dilation and Gaussian filtering.
Signal Image Video Process.
Sebastián Salazar-Colores, Juan Manuel Ramos-Arreguín, César Javier Ortiz Echeverri, Eduardo Cabal-Yepez, Jesús Carlos Pedraza-Ortega, Juvenal Rodríguez-Reséndiz
2018 — conf
Quaternion Phase CNN.
CCIA
Eduardo Ulises Moya-Sánchez, Sebastián Salazar-Colores, Abraham Sánchez, Ulises Cortés
2018 J jnl
Single image dehazing using a multilayer perceptron.
J. Electronic Imaging
Sebastián Salazar-Colores, Iván Cruz-Aceves, Juan Manuel Ramos-Arreguín
2014 — conf
Gabor and the Wigner-Ville transforms for broken rotor bars detection in induction motors.
CONIELECOMP
Ana L. Martinez-Herrera, Luis Manuel Ledesma-Carrillo, Misael Lopez-Ramirez, Sebastián Salazar-Colores, Eduardo Cabal-Yepez, Arturo Garcia-Perez