Comparative analysis of range sensors for the robust autonomous navigation–a review

R Singh, KS Nagla - Sensor Review, 2020 - emerald.com
Purpose The purpose of this research is to provide the necessarily and resourceful
information regarding range sensors to select the best fit sensor for robust autonomous …

Elevatenet: A convolutional neural network for estimating the missing dimension in 2d underwater sonar images

R DeBortoli, F Li, GA Hollinger - 2019 IEEE/RSJ International …, 2019 - ieeexplore.ieee.org
In this work we address the challenge of predicting the missing dimension (elevation angle)
from 2D underwater sonar images. The high noise levels in these images, from phenomena …

A Statistical Probability Model for Underwater Object Detection From Sonar Images

L Song, YZ Tan, EW Goh… - International …, 2024 - asmedigitalcollection.asme.org
Detection of underwater structures using a multi-beam forward looking sonar poses
significant challenges due to various factors such as sonar noise and multi-path acoustic …

Real-time underwater 3D reconstruction using global context and active labeling

R DeBortoli, A Nicolai, F Li… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In this work we develop a novel framework that enables the real-time 3D reconstruction of
underwater environments using features from 2D sonar images. Due to noisy and low …

[PDF][PDF] Sensor deck development for sparse localization and map** for micro uavs to assist in disaster response

T Chathuranga, M Padmal, D Bibile… - Proc. Australas. Conf …, 2020 - researchgate.net
We present a novel low cost time-of-flight (ToF) sensor deck for micro UAVs capable of
sparse range measurements for localisation and map**. In disaster scenarios such as …

Deep perception without a camera: Enabling 3d reconstruction and object recognition using lidar and sonar sensing

RA DeBortoli - 2021 - ir.library.oregonstate.edu
Deep learning has recently revolutionized robot perception in many canonical robotic
applications, such as autonomous driving. However, a similar transformation has yet to …

[PDF][PDF] Assessing perception quality in sonar images using global context

R DeBortoli, A Nicolai, F Li… - Proc. IEEE Conference on …, 2017 - nicolaia.github.io
In this work we address the problem of identifying informative images gathered by
underwater sonar. We define informative frames as those containing enough clarity and …

Underwater map** using a SONAR

JPB Fula - 2020 - repositorio-aberto.up.pt
This study explores the physical capabilities of the beam of a mechanical scanning imaging
sonar to build a map of the surrounding environment and to find the location of the vehicle …

Augmented Deep Learning Techniques for Robotic State Estimation

AL Nicolai - 2019 - ir.library.oregonstate.edu
While robotic systems may have once been relegated to structured environments and
automation style tasks, in recent years these boundaries have begun to erode. As robots …