Object Detection and Tracking with YOLO and the Sliding Innovation Filter

Object Detection and Tracking with YOLO and the Sliding Innovation Filter

Object detection and tracking are pivotal tasks in machine learning, particularly within the domain of computer vision technologies. Despite significant advancements in object detection frameworks, challenges persist in real-world tracking scenarios, including object interactions, occlusions, and ba...

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Bibliographic Details
Main Authors: Alexander Moksyakov, Yuandi Wu, Stephen Andrew Gadsden, John Yawney, Mohammad AlShabi
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
estimation theory
Kalman filter
object detection
machine vision
sliding innovation filter
target tracking
Online Access:https://www.mdpi.com/1424-8220/24/7/2107

Internet

https://www.mdpi.com/1424-8220/24/7/2107

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