Multi-Object Tracking with Predictive Information Fusion and Adaptive Measurement Noise

Multi-Object Tracking with Predictive Information Fusion and Adaptive Measurement Noise

Multi-object tracking (MOT) aims to detect objects in video sequences and associate them across frames. Currently, the mainstream research direction regarding MOT is the tracking-by-detection (TBD) framework. Tracking results are highly sensitive to detection outputs, and challenges from object occl...

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Bibliographic Details
Main Authors: Xiaohui Cheng, Haoyi Zhao, Yun Deng, Shuangqin Shen
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
multi-object tracking
tracking-by-detection
occlusion
complex motion
Online Access:https://www.mdpi.com/2076-3417/15/2/736
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