LMOT: Efficient Light-Weight Detection and Tracking in Crowds

LMOT: Efficient Light-Weight Detection and Tracking in Crowds

Multi-object tracking is a vital component in various robotics and computer vision applications. However, existing multi-object tracking techniques trade off computation runtime for tracking accuracy leading to challenges in deploying such pipelines in real-time applications. This paper introduces a...

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Bibliographic Details
Main Authors: Rana Mostafa, Hoda Baraka, Abdelmoniem Bayoumi
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Multi-object tracking
pedestrian tracking
joint detection and tracking
object detection
deep learning
Online Access:https://ieeexplore.ieee.org/document/9852199/

Internet

https://ieeexplore.ieee.org/document/9852199/

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