112 citations · 133 across the 4 of their papers we have counts for
5 papers
Vessel Detection and Localization Using Distributed Acoustic Sensing in Submarine Optical Fiber Cables
Erick Eduardo Ramirez-Torres, Javier Macias-Guarasa, Daniel Pizarro-Perez +6
Submarine cables play a critical role in global internet connectivity, energy transmission, and communication but remain vulnerable to accidental damage and sabotage. Recent incide…
Towards Dense People Detection with Deep Learning and Depth images
David Fuentes-Jimenez, Cristina Losada-Gutierrez, David Casillas-Perez +4
This paper proposes a DNN-based system that detects multiple people from a single depth image. Our neural network processes a depth image and outputs a likelihood map in image coor…
Towards Domain Independence in CNN-based Acoustic Localization using Deep Cross Correlations
Juan Manuel Vera-Diaz, Daniel Pizarro, Javier Macias-Guarasa
Time delay estimation is essential in Acoustic Source Localization (ASL) systems. One of the most used techniques for this purpose is the Generalized Cross Correlation (GCC) betwee…
DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera
David Fuentes-Jimenez, Roberto Martin-Lopez, Cristina Losada-Gutierrez +4
In this paper we propose a method based on deep learning that detects multiple people from a single overhead depth image with high reliability. Our neural network, called DPDnet, i…
Towards End-to-End Acoustic Localization using Deep Learning: from Audio Signal to Source Position Coordinates
Juan Manuel Vera-Diaz, Daniel Pizarro, Javier Macias-Guarasa
This paper presents a novel approach for indoor acoustic source localization using microphone arrays and based on a Convolutional Neural Network (CNN). The proposed solution is, to…