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Vision-Based Guidance for Tracking Multiple Dynamic Objects

delete2022-07-07
delete6
PRE
AI
K
Kashish Dhal
P
Pritam Karmokar
A
Animesh Chakravarthy *
W
William J. Beksi
DOI:10.1007/s10846-022-01657-6delete
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摘要

摘要

En 中文
In this paper, we introduce a novel vision-based framework for tracking multiple active objects using guidance laws based on a rendezvous cone method. These guidance laws enable an unmanned aircraft system, equipped with a monocular camera, to continuously observe a set of moving objects within the field of view of its sensor. During the multi-object tracking process, we detect and categorize feature point estimators for controlling the occurrence of occlusions in a comprehensive fashion. Furthermore, we extend our open-source simulation environment and perform a series of simulations to show the efficacy of our proposed approach.
Keyword:
Autonomous systems
Unmanned aerial vehicles
Visual tracking

期刊

J
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
IF:
2.8
论文数:
3.9K
被引数:
6.9K

机构

U
university of texas system
学者数:
18.5W
论文数: 15.6W
被引数: 210
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