Search Results - "Branch, John W."

Sparse Regularization-Based Approach for Point Cloud Denoising and Sharp Features Enhancement by Leal, Esmeide, Sanchez-Torres, German, Branch, John W.

“…Denoising the point cloud is fundamental for reconstructing high quality surfaces with details in order to eliminate noise and outliers in the 3D scanning…”
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A Method for Automatic Surface Inspection Using a Model-Based 3D Descriptor by Madrigal, Carlos A, Branch, John W, Restrepo, Alejandro, Mery, Domingo

“…Automatic visual inspection allows for the identification of surface defects in manufactured parts. Nevertheless, when defects are on a sub-millimeter scale,…”
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Cosine-Pruned Medial Axis: A New Method for Isometric Equivariant and Noise-Free Medial Axis Extraction by Patino, Diego, Branch, John W.

“…We present the CPMA, a new method for medial axis pruning with noise robustness and equivariance to isometric transformations. The CPMA leverages the discrete…”
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Industry 4.0 Technologies Applied to the Rail Transportation Industry: A Systematic Review by Laiton-Bonadiez, Camilo, Branch-Bedoya, John W, Zapata-Cortes, Julian, Paipa-Sanabria, Edwin, Arango-Serna, Martin

“…Industry 4.0 technologies have been widely used in the railway industry, focusing mainly on maintenance and control tasks necessary in the railway…”
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A Saliency-Based Sparse Representation Method for Point Cloud Simplification by Leal, Esmeide, Sanchez-Torres, German, Branch-Bedoya, John W., Abad, Francisco, Leal, Nallig

“…High-resolution 3D scanning devices produce high-density point clouds, which require a large capacity of storage and time-consuming processing algorithms. In…”
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Influence of motivation and academic performance in the use of Augmented Reality in education. A systematic review by Amores-Valencia, Antonio, Burgos, Daniel, Branch-Bedoya, John W

“…The recent technologies rise today as a tool of significant importance today, especially in the educational context. In this sense, Augmented Reality (AR) is a…”
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Line-based image segmentation method: a new approach to segment VHSR remote sensing images automatically by Lopez, Jaime, Branch, John W., Chen, Gang

“…There exist different approaches for segmenting Very High Spatial Resolution (VHSR) remote sensing imagery with competitive performance, including object-based…”
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AmpClass: an Antimicrobial Peptide Predictor Based on Supervised Machine Learning by Mera-Banguero, Carlos, Orduz, Sergio, Cardona, Pablo, Orrego, Andrés, Muñoz-Pérez, Jorge, Branch-Bedoya, John W

“…In the last decades, antibiotic resistance has been considered a severe problem worldwide. Antimicrobial peptides (AMPs) are molecules that have shown…”
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OnionFoliageSET: Labeled dataset for small onion and foliage flower crop detection by Restrepo-Arias, Juan Felipe, Branch-Bedoya, John W., Arregocés-Guerra, Paulina

“…Digital image datasets for Precision Agriculture (PA) still need to be available. Many problems in this field of science have been studied to find solutions,…”
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A GIS Pipeline to Produce GeoAI Datasets from Drone Overhead Imagery by Ballesteros, John R., Sanchez-Torres, German, Branch-Bedoya, John W.

“…Drone imagery is becoming the main source of overhead information to support decisions in many different fields, especially with deep learning integration…”
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Plant Disease Detection Strategy Based on Image Texture and Bayesian Optimization with Small Neural Networks by Restrepo-Arias, Juan Felipe, Branch-Bedoya, John W., Awad, Gabriel

“…A novel method of disease diagnosis, based on images that capture every part of a diseased plant, such as the leaf, the fruit, the root, etc., is presented in…”
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VEPL Dataset: A Vegetation Encroachment in Power Line Corridors Dataset for Semantic Segmentation of Drone Aerial Orthomosaics by Cano-Solis, Mateo, Ballesteros, John R., Branch-Bedoya, John W.

“…Vegetation encroachment in power line corridors has multiple problems for modern energy-dependent societies. Failures due to the contact between power lines…”
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HAGDAVS: Height-Augmented Geo-Located Dataset for Detection and Semantic Segmentation of Vehicles in Drone Aerial Orthomosaics by Ballesteros, John R., Sanchez-Torres, German, Branch-Bedoya, John W.

“…Detection and Semantic Segmentation of vehicles in drone aerial orthomosaics has applications in a variety of fields such as security, traffic and parking…”
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Detection of Motorcycles in Urban Traffic Using Video Analysis: A Review by Espinosa, Jorge E., Velastin, Sergio A., Branch, John W.

“…Motorcycles are Vulnerable Road Users (VRU) and as such, in addition to bicycles and pedestrians, they are the traffic actors most affected by accidents in…”
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Land Cover Classification in the Antioquia Region of the Tropical Andes Using NICFI Satellite Data Program Imagery and Semantic Segmentation Techniques by Gomez-Ossa, Luisa F., Sanchez-Torres, German, Branch-Bedoya, John W.

“…Land cover classification, generated from satellite imagery through semantic segmentation, has become fundamental for monitoring land use and land cover change…”
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CYCLOPS: A cyclists’ orientation data acquisition system using RGB camera and inertial measurement units (IMU) by Arias-Correa, Mauricio, Robledo, Sebastián, Londoño, Mateo, Bañol, Johnatan, Madrigal-González, Carlos, Ballesteros, John R., Branch-Bedoya, John W.

“…This paper introduces CYCLOPS, an acquisition system developed to capture images and inertial measurement data of moving cyclists from a vehicle. The…”
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Plataformas tecnológicas inteligentes al alcance de la agricultura a pequeña escala by Restrepo-Arias, Juan Felipe, Branch-Bedoya, John W.

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Image classification on smart agriculture platforms: Systematic literature review by Restrepo-Arias, Juan Felipe, Branch-Bedoya, John W., Awad, Gabriel

“…In recent years, smart agriculture has gained strength due to the application of industry 4.0 technologies in agriculture. As a result, efforts are increasing…”
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Antimicrobial peptides designed by computational analysis of proteomes by Monsalve, Dahiana, Mesa, Andrea, Mira, Laura M., Mera, Carlos, Orduz, Sergio, Branch-Bedoya, John W.

“…Antimicrobial peptides (AMPs) are promising cationic and amphipathic molecules to fight antibiotic resistance. To search for novel AMPs, we applied a…”
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An Adaptable and Agnostic Flow Scheduling Approach for Data Center Networks by Gutiérrez, Sergio Armando, Botero, Juan Felipe, Branch-Bedoya, John W.

“…Cloud applications have reshaped the model of services and infrastructure of the Internet. Search engines, social networks, content delivery and retail and…”
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