DocumentCode
2130179
Title
Computation-time reduction of track oriented multiple hypothesis tracking
Author
Obata, Yasushi ; Ito, Masayoshi ; Tsujimichi, Shingo ; Kosuge, Yoshio
fYear
2001
fDate
2001
Firstpage
282
Lastpage
287
Abstract
In recent years MHT (multiple hypothesis tracking) attracts much attention because of its tracking performance. MHT has heavy computation load problem and an approach for computation time reduction by applying N-best algorithm was reported. We have improved the function of MHT and named the improved algorithm as track oriented MHT. It has different data structure from original Reid´s MHT d(1984), so N-best algorithm can not be applied to it straightforwardly. We show the applying method of N-best algorithm to track oriented MHT. And also we show the efficiency of the method by comparing the computation time in a simulation
Keywords
computational complexity; data structures; target tracking; N-best algorithm; computation load; computation time reduction; computation-time reduction; data structure; track oriented MHT; track oriented multiple hypothesis tracking; Area measurement; Computational modeling; Covariance matrix; Data structures; Gears; Indium tin oxide; Noise measurement; Target tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2001. Proceedings of the 40th SICE Annual Conference. International Session Papers
Conference_Location
Nagoya
Print_ISBN
0-7803-7306-5
Type
conf
DOI
10.1109/SICE.2001.977847
Filename
977847
Link To Document