3 citations · 11 across the 5 of their papers we have counts for
6 papers
A Method Based on Deep Learning for the Detection and Characterization of Cybersecurity Incidents in Internet of Things Devices
Jhon Alexánder Parra, Sergio Armando Gutiérrez, John Willian Branch
Given the increased growing of Internet of Things networks and their presence in critical aspects of human activities, the security of devices connected to these networks becomes c…
Watching Smartly from the Bottom: Intrusion Detection revamped through Programmable Networks and Artificial Intelligence
Sergio Armando Gutiérrez, John Willian Branch, Luciano Paschoal Gaspary +1
The advent of Programmable Data Planes represents an outstanding evolution and complete revolution of the Software- Defined Networking paradigm. The capacity to define the entire b…
Cosine-Pruned Medial Axis: A new method for isometric equivariant and noise-free medial axis extraction
Diego Patiño, John Branch
We present the CPMA, a new method for medial axis pruning with noise robustness and equivariance to isometric transformations. Our method leverages the discrete cosine transform to…
Motorcycle Classification in Urban Scenarios using Convolutional Neural Networks for Feature Extraction
Jorge E. Espinosa, Sergio A. Velastin, John W. Branch
This paper presents a motorcycle classification system for urban scenarios using Convolutional Neural Network (CNN). Significant results on image classification has been achieved u…
Automatic skin lesion segmentation on dermoscopic images by the means of superpixel merging
Diego Patiño, Jonathan Avendaño, John Willian Branch
We present a superpixel-based strategy for segmenting skin lesion on dermoscopic images. The segmentation is carried out by over-segmenting the original image using the SLIC algori…
Motorcycle detection and classification in urban Scenarios using a model based on Faster R-CNN
Jorge E. Espinosa, Sergio A. Velastin, John W. Branch
This paper introduces a Deep Learning Convolutional Neural Network model based on Faster-RCNN for motorcycle detection and classification on urban environments. The model is evalua…