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ORCIDJohn Willian Branch
John William Branch – John Willian Branch Bedoya – John Branch
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- affiliation: National University of Colombia, Bogotá, Colombia
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2020 – today
- 2025
[j44]Juan Felipe Restrepo-Arias
, María José Montoya-Castaño, María Fernanda Moreno-De La Espriella, John Willian Branch Bedoya:
An Application of Deep Learning Models for the Detection of Cocoa Pods at Different Ripening Stages: An Approach with Faster R-CNN and Mask R-CNN. Comput. 13(7): 159 (2025)- [j43]Antonio Amores-Valencia, Daniel Burgos, John Willian Branch Bedoya:
Evaluation of the Use and Acceptance of an AR Mobile App in High School Students Using the TAM Model. Inf. 16(9): 743 (2025) - 2023
- [j42]Mateo Cano-Solis, John R. Ballesteros, John Willian Branch Bedoya:
VEPL Dataset: A Vegetation Encroachment in Power Line Corridors Dataset for Semantic Segmentation of Drone Aerial Orthomosaics. Data 8(8): 128 (2023) - [j41]Luisa F. Gomez-Ossa, Germán Sánchez Torres, John Willian Branch Bedoya:
Land Cover Classification in the Antioquia Region of the Tropical Andes Using NICFI Satellite Data Program Imagery and Semantic Segmentation Techniques. Data 8(12): 185 (2023) - [j40]Sergio Armando Gutierrez, Juan Felipe Botero, John Willian Branch Bedoya:
An Adaptable and Agnostic Flow Scheduling Approach for Data Center Networks. J. Netw. Syst. Manag. 31(1): 12 (2023) - 2022
- [j39]John R. Ballesteros, Germán Sánchez Torres, John Willian Branch Bedoya:
HAGDAVS: Height-Augmented Geo-Located Dataset for Detection and Semantic Segmentation of Vehicles in Drone Aerial Orthomosaics. Data 7(4): 50 (2022) - [j38]John R. Ballesteros, Germán Sánchez Torres, John Willian Branch Bedoya:
A GIS Pipeline to Produce GeoAI Datasets from Drone Overhead Imagery. ISPRS Int. J. Geo Inf. 11(10): 508 (2022) - [j37]Camilo Laiton-Bonadiez, John Willian Branch Bedoya, Julián Andrés Zapata Cortés, Edwin Paipa-Sanabria, Martín Darío Arango Serna:
Industry 4.0 Technologies Applied to the Rail Transportation Industry: A Systematic Review. Sensors 22(7): 2491 (2022) - [j36]Camilo Laiton-Bonadiez, Germán Sánchez Torres, John Willian Branch Bedoya:
Deep 3D Neural Network for Brain Structures Segmentation Using Self-Attention Modules in MRI Images. Sensors 22(7): 2559 (2022) - [j35]Juan Felipe Restrepo-Arias, John Willian Branch Bedoya, Julián Andrés Zapata Cortés, Edwin Paipa-Sanabria, Miguel Andres Garnica-López:
Industry 4.0 Technologies Applied to Inland Waterway Transport: Systematic Literature Review. Sensors 22(10): 3708 (2022) - [i7]Sergio Armando Gutierrez, Juan Felipe Botero, John Willian Branch:
An Adaptable and Agnostic Flow Scheduling Approach for Data Center Networks. CoRR abs/2203.00548 (2022) - [i6]Jhon Alexánder Parra, Sergio Armando Gutierrez, John Willian Branch:
A Method Based on Deep Learning for the Detection and Characterization of Cybersecurity Incidents in Internet of Things Devices. CoRR abs/2203.00608 (2022) - 2021
- [j34]Diego Alberto Patiño Cortes, John Willian Branch:
Cosine-Pruned Medial Axis: A New Method for Isometric Equivariant and Noise-Free Medial Axis Extraction. IEEE Access 9: 65466-65481 (2021) - [j33]Sergio Robles-Serrano, Germán Sánchez Torres, John Willian Branch Bedoya:
Automatic Detection of Traffic Accidents from Video Using Deep Learning Techniques. Comput. 10(11): 148 (2021) - [j32]Esmeide Leal, Germán Sánchez Torres, John Willian Branch Bedoya, Francisco Abad, Nallig Leal:
A Saliency-Based Sparse Representation Method for Point Cloud Simplification. Sensors 21(13): 4279 (2021) - [j31]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Detection of Motorcycles in Urban Traffic Using Video Analysis: A Review. IEEE Trans. Intell. Transp. Syst. 22(10): 6115-6130 (2021) - [i5]Sergio Armando Gutierrez, John Willian Branch, Luciano Paschoal Gaspary, Juan Felipe Botero:
Watching Smartly from the Bottom: Intrusion Detection revamped through Programmable Networks and Artificial Intelligence. CoRR abs/2106.00239 (2021) - 2020
- [j30]Esmeide Leal, Germán Sánchez Torres, John Willian Branch:
Sparse Regularization-Based Approach for Point Cloud Denoising and Sharp Features Enhancement. Sensors 20(11): 3206 (2020) - [j29]Lina Maria Castro Benavides, Johnny Alexander Tamayo Arias, Martín Darío Arango Serna, John Willian Branch Bedoya, Daniel Burgos:
Digital Transformation in Higher Education Institutions: A Systematic Literature Review. Sensors 20(11): 3291 (2020) - [i4]Diego Alberto Patiño Cortes, John Branch:
Cosine-Pruned Medial Axis: A new method for isometric equivariant and noise-free medial axis extraction. CoRR abs/2012.02910 (2020)
2010 – 2019
- 2019
- [j28]Carlos Mera, Mauricio Orozco-Alzate, John Branch:
Incremental learning of concept drift in Multiple Instance Learning for industrial visual inspection. Comput. Ind. 109: 153-164 (2019) - [j27]Pedro Atencio Ortiz, Germán Sánchez Torres, John William Branch, Claudio Delrieux:
Video summarisation by deep visual and categorical diversity. IET Comput. Vis. 13(6): 569-577 (2019) - [c26]Esmeide Leal, John Branch, Germán Sánchez Torres:
Sharp Feature Detection on Point Sets via Dictionary Learning and Sparse Coding. VISIGRAPP (1: GRAPP) 2019: 286-293 - [c25]Laura Duque Cano, Daniel Burgos, Carlos Fernández, John Willian Branch, Martín Darío Arango Serna:
A Novel Keyword Ontology Generator Method Tested on "Digital Transformation in Higher Education" Topic. HELMeTO 2019: 179-191 - [c24]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Detection and Tracking of Motorcycles in Congested Urban Environments Using Deep Learning and Markov Decision Processes. MCPR 2019: 139-148 - 2018
- [c23]Diego Alberto Patiño Cortes, Jonathan Avendaño, John Willian Branch:
Automatic Skin Lesion Segmentation on Dermoscopic Images by the Means of Superpixel Merging. MICCAI (4) 2018: 728-736 - [i3]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Motorcycle detection and classification in urban Scenarios using a model based on Faster R-CNN. CoRR abs/1808.02299 (2018) - [i2]Diego Alberto Patiño Cortes, Jonathan Avendaño, John Willian Branch:
Automatic skin lesion segmentation on dermoscopic images by the means of superpixel merging. CoRR abs/1808.06759 (2018) - [i1]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Motorcycle Classification in Urban Scenarios using Convolutional Neural Networks for Feature Extraction. CoRR abs/1808.09273 (2018) - 2017
- [j26]Carlos A. Madrigal, John Willian Branch, Alejandro Restrepo Martinez, Domingo Mery:
A Method for Automatic Surface Inspection Using a Model-Based 3D Descriptor. Sensors 17(10): 2262 (2017) - [c22]Sandra Mateus, John Branch:
Intelligent Virtual Environment Using Artificial Neural Networks. HCI (10) 2017: 43-53 - [c21]Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Vehicle Detection Using Alex Net and Faster R-CNN Deep Learning Models: A Comparative Study. IVIC 2017: 3-15 - 2016
- [j25]Carlos Mera, Mauricio Orozco-Alzate, John Branch, Domingo Mery:
Automatic visual inspection: An approach with multi-instance learning. Comput. Ind. 83: 46-54 (2016) - [c20]Sandra Mateus, John Willian Branch:
Intelligent Virtual Environment Using a Methodology Oriented to Agents. HCI (10) 2016: 714-723 - 2015
- [c19]Carlos Mera, Jose Arrieta, Mauricio Orozco-Alzate, John Branch:
A Bag Oversampling Approach for Class Imbalance in Multiple Instance Learning. CIARP 2015: 724-731 - [c18]Sandra Mateus, John Willian Branch:
Integration of Artificial Intelligence Techniques in a Virtual Environment. HCI (27) 2015: 202-207 - [c17]Camilo Vargas, Ivan Cabezas, John William Branch:
Stereo Correspondence Evaluation Methods: A Systematic Review. ISVC (2) 2015: 102-111 - 2014
- [c16]Carlos Mera, Mauricio Orozco-Alzate, John Branch:
Improving Representation of the Positive Class in Imbalanced Multiple-Instance Learning. ICIAR (1) 2014: 266-273 - 2013
- [j24]Albeiro Espinosa Bedoya, Germán Sánchez Torres, John Willian Branch Bedoya:
An interpolating curve subdivision scheme based on discrete fi rst derivative. Rev. Avances en Sistemas Informática 10(1): 16-24 (2013) - [c15]Andrés Santamaría-Galvis, Roberto Cruz, John Willian Branch, Christian Trefftz:
Parallelizing an algorithm to decide if a bipartite graph is shellable. EIT 2013: 1-3 - [c14]Camilo Vargas, Jeyson Molina, John William Branch, Alejandro Restrepo Martinez:
Image Preprocessing Assessment Detecting Low Contrast Regions under Non-homogeneous Light Conditions. PSIVT Workshops 2013: 102-112 - 2012
- [j23]Juan David Velásquez Henao, John Willian Branch Bedoya:
Examples in the classroom: pattern classification using the R language. Rev. Avances en Sistemas Informática 9(1): 81-88 (2012) - [c13]Diego Alberto Patiño Cortes, Domingo Mery, Veronica Botero Fernandez, John Willian Branch:
Automatic landform clasification of uplands based on Haralick's texture. CLEI 2012: 1-8 - 2011
- [j22]John William Branch, Sergio Armando Gutierrez:
Una comparación del desempeño para acceder programáticamente recursos del sistema en Linux. Rev. Avances en Sistemas Informática 8(1): 39-42 (2011) - [j21]Juan F. Ramirez Salazar, Elizabeth Mesa Múnera, John William Branch, Pierre Boulanger:
Comparación de los metodos de multiplicadores de Lagrange y penalizacion para aplicar condiciones de frontera en métodos sin malla. Rev. Avances en Sistemas Informática 8(3): 51-56 (2011) - [j20]Juan Carlos Rodríguez Uribe, Jason Molina, Pedro Atencio Ortiz, John William Branch, Alejandro Restrepo Martinez:
Evaluación de un filtro de difusión anisotrópica aplicado al realce de defectos superficiales bajo iluminación no homogénea. Rev. Avances en Sistemas Informática 8(3): 57-61 (2011) - [j19]Elizabeth Mesa Múnera, Juan F. Ramirez Salazar, Walter F. Bischof, Pierre Boulanger, John William Branch:
Influencia del modelo del material y espacio de modelado en la precisión de una simulación con elementos finitos para predecir la deformación en silicona. Rev. Avances en Sistemas Informática 8(3): 62-70 (2011) - 2010
- [j18]Elizabeth Mesa Múnera, Juan F. Ramirez Salazar, John Willian Branch Bedoya:
Construcción de un modelo digital 3D de piezas precolombinas utilizando escaneo láser. Rev. Avances en Sistemas Informática 7(1): 119-128 (2010) - [j17]John William Branch, Sergio Armando Gutierrez:
System monitoring and fault management methods and techniques. Rev. Avances en Sistemas Informática 7(2): 139-148 (2010) - [j16]Albeiro Espinosa Bedoya, John Willian Branch Bedoya, Germán Sánchez Torres:
Ajuste de superficies 3D usando subdivisión de superficies de CatmullClark. Rev. Avances en Sistemas Informática 7(3): 43-54 (2010) - [j15]Nallig Leal, Esmeide Leal, John Willian Branch Bedoya:
Sistemas de monitoreo de tránsito vehicular basados en técnicas de segmentación de imágenes. Rev. Avances en Sistemas Informática 7(3): 75-86 (2010) - [c12]Nallig Leal, Esmeide Leal, John William Branch:
Simple Method for Constructing NURBS Surfaces from Unorganized Points. IMR 2010: 161-175 - [c11]Germán Sánchez Torres, John Willian Branch, Pedro Atencio Ortiz:
A Metric for Automatic Hole Characterization. IMR 2010: 195-208 - [c10]Germán Sánchez Torres, John William Branch:
Toward an Automatic Hole Characterization for Surface Correction. ISVC (1) 2010: 602-611
2000 – 2009
- 2009
- [j14]John William Branch, Félix F. Ramos Corchado, Andrea Mesa Múnera, Raul Esteban Jiménez Mejía:
Proposición de un método para balanceo de carga en un cluster heterogéneo simulado en NS2. Rev. Avances en Sistemas Informática 6(1): 173-184 (2009) - [j13]Esmeide Leal, Nallig Leal, John William Branch:
Segmentación de superficies de forma libre a partir de nubes de puntos ruidosos. Rev. Avances en Sistemas Informática 6(2): 219-234 (2009) - [j12]Juan Pablo Rúa Vargas, John William Branch:
Quantum computing's state of the art. Rev. Avances en Sistemas Informática 6(2): 235-248 (2009) - [j11]Nallig Leal, Esmeide Leal, John William Branch:
Simplificación robusta de nubes de puntos usando análisis de componentes principales y algoritmos genéticos. Rev. Avances en Sistemas Informática 6(3): 45-50 (2009) - 2008
- [j10]Sandra Mateus, John William Branch:
Ajuste de objetos 3D mediante parches NURBS optimizados con estrategias evolutivas. Rev. Avances en Sistemas Informática 5(1): 141-145 (2008) - [j9]Germán Sánchez Torres, John William Branch:
Revisión General de los Modelos de Reconstrucción Tridimensionales desde Imágenes de Rango. Rev. Avances en Sistemas Informática 5(2): 23-32 (2008) - [j8]Gloria E. Jaramillo, John William Branch:
DORIS: Sistema para la Recuperación de Imágenes de Piezas Mecánicas y de Automoción Utilizando Descriptores de Textura. Rev. Avances en Sistemas Informática 5(2): 131-136 (2008) - [j7]Andrea Mesa Múnera, John William Branch:
Implementación de un cluster homogéneo para la resolución de problemas de alta complejidad computacional. Rev. Avances en Sistemas Informática 5(3): 41-48 (2008) - [j6]Hugo de Jesús Mesa Yepes, John William Branch, César López Amaya:
Sistema de detección de esquinas en imágenes digitales en tonos de gris, basado en redes neuronales artificiales. Rev. Avances en Sistemas Informática 5(3): 195-200 (2008) - 2007
- [b1]John Willian Branch Bedoya:
Reconstrucción de objetos de forma libre a partir de imágenes de rango empleando una red de parches nurbs. National University of Colombia, 2007 - [j5]Germán Zapata, John William Branch, Luis F. Quintero Henao:
Metodología para el Modelado y Generación de Código de Control de Sistemas Secuenciales mediante Redes de Petri Jerárquicas. Rev. Avances en Sistemas Informática 4(1): 59-66 (2007) - [j4]John William Branch, Flavio Prieto, Pierre Boulanger:
Corrección Automática de Huecos en Objetos de Forma Libre Empleando Funciones de Base Radial. Rev. Avances en Sistemas Informática 4(2): 43-52 (2007) - [j3]Germán Sánchez Torres, John William Branch, Alejandro Maldonado:
Alineación de superficies 3-D desde Datos Dispersos mediante técnicas evolutivas paralelas. Rev. Avances en Sistemas Informática 4(3): 51-58 (2007) - [c9]John William Branch, Flavio Prieto, Pierre Boulanger:
Automated Reverse Engineering of Free Form Objects Using Morse Theory. 3DIM 2007: 21-28 - [c8]John William Branch, Flavio Prieto, Pierre Boulanger:
Fitting Surface of Free Form Objects using Optimized NURBS Patches Network with Evolutionary Strategies (mu + lambda) - ES. BMVC 2007: 1-10 - [c7]John William Branch, Flavio Prieto, Pierre Boulanger:
Automatic Extraction of Quadrilateral Patches from Triangulated Surfaces Using Morse Theory. IMR 2007: 199-212 - [c6]John William Branch, Flavio Prieto, Pierre Boulanger:
Automatic Extraction of a Quadrilateral Network of NURBS Patches from Range Data Using Evolutionary Strategies. ISVC (2) 2007: 701-710 - 2006
- [c5]John William Branch, Flavio Prieto, Pierre Boulanger:
Automatic Hole-Filling of Triangular Meshes Using Local Radial Basis Function. 3DPVT 2006: 727-734 - [c4]John William Branch, Flavio Prieto, Pierre Boulanger:
Robust Three-Dimensional Registration of Range Images Using a New Genetic Algorithm. GMP 2006: 528-535 - [c3]John William Branch, Flavio Prieto, Pierre Boulanger:
A Hole-Filling Algorithm for Triangular Meshes Using Local Radial Basis Function. IMR 2006: 411-431 - 2005
- [c2]Nallig Leal, Oscar Ortega, John Branch:
Determinación de Pesos de Superficies NURBS para el Ajuste de Superficies de Objetos 3D Empleando Estrategias Evolutivas. CIIC 2005: 25-31 - [c1]Andrés Marín, John Branch:
Binary-K-means y Divisive-K-means: dos nuevos algoritmos para agrupar datos binarios. CIIC 2005: 247-256 - 2004
- [j2]John William Branch, Hugo de Jesús Mesa Yepes:
Caracterización de Poros en Carbones Tratados Térmicamente Empleando Procesamiento Digital de Imágenes y Microscopía Asistida por Computador. Rev. Avances en Sistemas Informática 1(1): 35-39 (2004) - [j1]Germán Sánchez Torres, Sandra Mateus, John William Branch:
Construcción de Mallas Triangulares no Estructuradas Aplicado al Ajuste de Superficies de Objetos Tridimensionales. Rev. Avances en Sistemas Informática 1(2): 33-39 (2004)
Coauthor Index
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