Search Results - "Wisultschew, Cristian"

3D-LIDAR Based Object Detection and Tracking on the Edge of IoT for Railway Level Crossing by Wisultschew, Cristian, Mujica, Gabriel, Lanza-Gutierrez, Jose Manuel, Portilla, Jorge

“…Object detection is an essential technology for surveillance systems, particularly in areas with a high risk of accidents such as railway level crossings. To…”
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Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds by Wisultschew, Cristian, Perez, Alejandro, Otero, Andres, Mujica, Gabriel, Portilla, Jorge

“…The current trend of shifting computing from the cloud to the edge of the Internet of Things is influencing deep learning applications. Moving intelligence…”
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Synthetic LiDAR-Labeled Data Set Generation to Train Deep Neural Networks for Object Classification in IoT at the Edge by Wisultschew, Cristian, Hernandez, Rogelio, Pastor, Carlos, Portilla, Jorge

“…Light detection and ranging (LiDAR) sensors are increasing in popularity due to the advantages they provide over 2-D sensors in IoT object detection and…”
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A Machine-Learning-Based Distributed System for Fault Diagnosis With Scalable Detection Quality in Industrial IoT by Marino, Rodrigo, Wisultschew, Cristian, Otero, Andres, Lanza-Gutierrez, Jose M., Portilla, Jorge, Torre, Eduardo de la

“…In this article, a methodology based on machine learning for fault detection in continuous processes is presented. It aims to monitor fully distributed…”
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Synthetic LiDAR-Labeled Data Set Generation to Train Deep Neural Networks for Object Classification in IoT at the Edge by Wisultschew, Cristian, Hernandez, Rogelio, Pastor, Carlos, Portilla, Jorge

“…Light detection and ranging (LiDAR) sensors are increasing in popularity due to the advantages they provide over 2-D sensors in IoT object detection and…”
Get full text