52 citations · 118 across the 11 of their papers we have counts for
5 papers · 1 filter
Dense Crowds Detection and Counting with a Lightweight Architecture
Javier Antonio Gonzalez-Trejo, Diego Alberto Mercado-Ravell
In the context of crowd counting, most of the works have focused on improving the accuracy without regard to the performance leading to algorithms that are not suitable for embedde…
Vibration Analysis in Bearings for Failure Prevention using CNN
Luis A. Pinedo-Sanchez, Diego A. Mercado-Ravell, Carlos A. Carballo-Monsivais
Timely failure detection for bearings is of great importance to prevent economic loses in the industry. In this article we propose a method based on Convolutional Neural Networks (…
On the safety of vulnerable road users by cyclist orientation detection using Deep Learning
Marichelo Garcia-Venegas, Diego A. Mercado-Ravell, Carlos A. Carballo-Monsivais
In this work, orientation detection using Deep Learning is acknowledged for a particularly vulnerable class of road users,the cyclists. Knowing the cyclists' orientation is of grea…
Implementation of a Natural User Interface to Command a Drone
Brandon Yam-Viramontes, Diego Mercado-Ravell
In this work, we propose the use of a Natural User Interface (NUI) through body gestures using the open source library OpenPose, looking for a more dynamic and intuitive way to con…
Dense Crowds Detection and Surveillance with Drones using Density Maps
Javier Gonzalez-Trejo, Diego Mercado-Ravell
Detecting and Counting people in a human crowd from a moving drone present challenging problems that arisefrom the constant changing in the image perspective andcamera angle. In th…