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Dynamic Multi-LiDAR Based Multiple Object Detection and Tracking [PDF]

open access: yesSensors, 2019
Environmental perception plays an essential role in autonomous driving tasks and demands robustness in cluttered dynamic environments such as complex urban scenarios.
Muhammad Sualeh, Gon-Woo Kim
doaj   +4 more sources

EMDS-7: Environmental microorganism image dataset seventh version for multiple object detection evaluation [PDF]

open access: yesFrontiers in Microbiology, 2023
Nowadays, the detection of environmental microorganism indicators is essential for us to assess the degree of pollution, but the traditional detection methods consume a lot of manpower and material resources.
Hechen Yang   +15 more
doaj   +4 more sources

Multiple Object Detection Based on Clustering and Deep Learning Methods [PDF]

open access: yesSensors, 2020
Multiple object detection is challenging yet crucial in computer vision. In This study, owing to the negative effect of noise on multiple object detection, two clustering algorithms are used on both underwater sonar images and three-dimensional point ...
Huu Thu Nguyen   +3 more
doaj   +4 more sources

Object Detection Based on Multiple Information Fusion Net

open access: yesApplied Sciences, 2020
Object detection has been playing a significant role in computer vision for a long time, but it is still full of challenges. In this paper, we propose a novel object detection framework based on relationship among different objects and the scene-level ...
Yanni Zhang   +5 more
doaj   +3 more sources

3D Object Detection Using Multiple-Frame Proposal Features Fusion

open access: yesSensors, 2023
Object detection is important in many applications, such as autonomous driving. While 2D images lack depth information and are sensitive to environmental conditions, 3D point clouds can provide accurate depth information and a more descriptive ...
Minyuan Huang, Henry Leung, Ming Hou
doaj   +3 more sources

Multiple Attention Mechanism Enhanced YOLOX for Remote Sensing Object Detection

open access: yesSensors, 2023
The object detection technologies of remote sensing are widely used in various fields, such as environmental monitoring, geological disaster investigation, urban planning, and military defense.
Chao Shen, Caiwen Ma, Wei Gao
doaj   +3 more sources

Multiple Object Tracking Using Edge Multi-Channel Gradient Model With ORB Feature

open access: yesIEEE Access, 2021
Multiple object tracking based on tracking-by-detection is the most common method used in addressing illumination change and occlusion problems. In this paper, we present a tracking algorithm based on Edge Multi-channel Gradient Model.
Jieyu Chen   +5 more
doaj   +1 more source

Evaluation of 3D Vulnerable Objects’ Detection Using a Multi-Sensors System for Autonomous Vehicles

open access: yesSensors, 2022
One of the primary tasks undertaken by autonomous vehicles (AVs) is object detection, which comes ahead of object tracking, trajectory estimation, and collision avoidance.
Esraa Khatab   +2 more
doaj   +1 more source

A novel real-time multiple objects detection and tracking framework for different challenges

open access: yesAlexandria Engineering Journal, 2022
Recently, there was a lot of researches on real-time detection and tracking algorithms, as the frequent use of surveillance cameras and the expansion of its applications, especially in security and surveillance. However, many challenges have emerged that
Nuha H. Abdulghafoor, Hadeel N. Abdullah
doaj   +1 more source

Semantics Aware Dynamic SLAM Based on 3D MODT

open access: yesSensors, 2021
The idea of SLAM (Simultaneous Localization and Mapping) being a solved problem revolves around the static world assumption, even though autonomous systems are gaining environmental perception capabilities by exploiting the advances in computer vision ...
Muhammad Sualeh, Gon-Woo Kim
doaj   +1 more source

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