A review on deep learning-based object tracking methods

N Uke, P Futane, N Deshpande… - Multiagent and Grid …, 2024 - content.iospress.com
A deep learning algorithm tracks an object's movement during object tracking and the main
challenge in the tracking of objects is to estimate or forecast the locations and other pertinent …

ADVANCEMENTS IN OBJECT DETECTION AND TRACKING ALGORITHMS: AN OVERVIEW OF RECENT PROGRESS

SM Irfan, MDM Islam, MS Mia, M Islam… - … Journal of Research …, 2023 - eprajournals.net
In the realm of computer vision, object detection and tracking constitute fundamental tasks,
and recent years have borne witness to astounding advancements attributed to the …

A Review of Target Tracking Based on Deep Learning

K Yang, Y Zuo, T Li, PCL Chen - 2023 13th International …, 2023 - ieeexplore.ieee.org
Target tracking has always been a research hotspot in the field of computer vision. This
article focuses on single-object tracking and introduces the application and development of …

Object Tracking Technology

A Kumar, R Jain, AD Vairamani, A Nayyar - Springer
Visual tracking is a broad and important field in computer science, addressing the most
different applications in the educational, entertainment, industrial, and manufacturing areas …

Object detection and tracking in video using deep learning techniques: A review

DP Ramasamy, K Kanagaraj - Artificial Intelligence Trends for …, 2020 - taylorfrancis.com
The development of computational intelligence techniques plays a necessary part in human
daily life. Modern computer hardware and digital image processing techniques created an …

[HTML][HTML] Object Tracking Using Computer Vision: A Review

P Kadam, G Fang, JJ Zou - Computers, 2024 - mdpi.com
Object tracking is one of the most important problems in computer vision applications such
as robotics, autonomous driving, and pedestrian movement. There has been a significant …

[HTML][HTML] Training-based methods for comparison of object detection methods for visual object tracking

A Delforouzi, B Pamarthi, M Grzegorzek - Sensors, 2018 - mdpi.com
Object tracking in challenging videos is a hot topic in machine vision. Recently, novel
training-based detectors, especially using the powerful deep learning schemes, have been …

Object Tracking Technology: Trends, Challenges and Applications

A Kumar, R Jain, AD Vairamani, A Nayyar - 2023 - books.google.com
With the increase in urban population, it became necessary to keep track of the object of
interest. In favor of SDGs for sustainable smart city, with the advancement in technology …

Object tracking methods: a review

Z Soleimanitaleb, MA Keyvanrad… - 2019 9th International …, 2019 - ieeexplore.ieee.org
Object tracking is one of the most important tasks in computer vision that has many practical
applications such as traffic monitoring, robotics, autonomous vehicle tracking, and so on …

Review on Object Tracking Methods for Restricted Computing Resources.

WU Zhewei, Z Shijie, LIU Qihe - Journal of Computer …, 2021 - search.ebscohost.com
Since the emergence of Deep Neural Network (DNN), the development of target tracking
technology has also made great progress. Most of the current research in the field of target …