Using LiDAR Data as Image for AI to Recognize Objects in the Mobile Robot Operational Environment

M Nowakowski, J Kurylo, J Braun, GS Berger… - … Learning Algorithms and …, 2023 - Springer
Nowadays, there has been a growing interest in the use of mobile robots for various
applications, where the analysis of the operational environment is a crucial component to …

Object detection and distance estimation via lidar and camera fusion for autonomous driving

S Ariche, Z Boulghasoul, A Haijoub, A Tajer… - … Conference on Electrical …, 2021 - Springer
One of the most main perception challenges for autonomous vehicles is cars detection.
Classic vision-based cars identification approaches are insufficiently accurate, particularly …

Low-cost recognition and classification system based on LIDAR sensors

NL Neuta, SA Vivas, NV Fajardo… - 2018 IEEE 2nd …, 2018 - ieeexplore.ieee.org
At present time there is no sensor that gives a robot the capability to perceive and recognize
the environment in which it is located. This paper presents a system based on machine …

Mobile robot navigation using an object recognition software with RGBD images and the YOLO algorithm

DH Dos Reis, D Welfer… - Applied Artificial …, 2019 - Taylor & Francis
This work presents a vision system based on the YOLO algorithm to identify static objects
that could be obstacles in the path of a mobile robot. In order to identify the objects and its …

Object recognition software using rgbd kinect images and the yolo algorithm for mobile robot navigation

DH Dos Reis, D Welfer, MASL Cuadros… - … Systems Design and …, 2020 - books.google.com
This work presents a vision system based on the YOLO algorithm to identify static objects
that could be obstacles in the path of a mobile robot. In order to identify the objects and its …

Analysis of lidar-based autonomous vehicle detection technologies for recognizing objects

AK Srivastava, A Singhal… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Autonomous vehicle perception technologies extensively use vision, radar, and lidar
sensors. The detection and classification of objects is the main purpose of vision sensors …

An AI-based object detection approach for robotic competitions

L Pilarski, LE Luiz, J Braun, AY Nakano… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Artificial Intelligence has been introduced in many applications, namely in artificial vision-
based systems with object detection tasks. This paper presents an object localization system …

A system for detecting objects and estimating their distance using a neural network

J Salcedo, N Ramos, L Vinces… - 2023 IEEE XXX …, 2023 - ieeexplore.ieee.org
This article proposes using neural networks to solve the challenge of accurately measuring
the distance of an object using cameras and digital image processing. For this, a neural …

Sensing performance analysis of mobile robot navigation based on depth camera and LiDAR

H Afrisal, A Sofwan, W Widayat… - … on Computer Science …, 2023 - ieeexplore.ieee.org
One of the potential implementations of mobile robots in mitigating the risk of communicable
diseases is for delivering items and handling materials with no-human contact. In that …

Enabling Object Detection and Distance Calculation in AI based Autonomous Driving System

N Karthik, S Shenai - 2022 IEEE 2nd Mysore Sub Section …, 2022 - ieeexplore.ieee.org
Vehicle identification and distance estimation are perhaps some of the core problems in the
Advanced Driver Assistance System (ADAS) developments worldwide. The paramount …