A Tracklet-before-Clustering Initialization Strategy Based on Hierarchical KLT Tracklet Association for Coherent Motion Filtering Enhancement

A Tracklet-before-Clustering Initialization Strategy Based on Hierarchical KLT Tracklet Association for Coherent Motion Filtering Enhancement

Coherent motions depict the individuals’ collective movements in widely existing moving crowds in physical, biological, and other systems. In recent years, similarity-based clustering algorithms, particularly the Coherent Filtering (CF) clustering approach, have accomplished wide-scale popularity an...

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Bibliographic Details
Main Authors: Sami Abdulla Mohsen Saleh, A. Halim Kadarman, Shahrel Azmin Suandi, Sanaa A. A. Ghaleb, Waheed A. H. M. Ghanem, Solehuddin Shuib, Qusay Shihab Hamad
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Mathematics
Subjects:
crowd analysis
coherent motion detection
trajectory clustering
KLT tracklets
Online Access:https://www.mdpi.com/2227-7390/11/5/1075

Internet

https://www.mdpi.com/2227-7390/11/5/1075

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