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 …
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
One of the most main perception challenges for autonomous vehicles is cars detection.
Classic vision-based cars identification approaches are insufficiently accurate, particularly …
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 …
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 …
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 …
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 …
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 …
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 …
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
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 …
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 …
Advanced Driver Assistance System (ADAS) developments worldwide. The paramount …