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PARTICLE PHD FILTER BASED MULTI-TARGET TRACKING USING DISCRIMINATIVE GROUP-STRUCTURED DICTIONARY LEARNING


Structured sparse representation has been recently found to achieve better efficiency and robustness in exploiting the target appearance model in tracking systems with both holistic and local information. Therefore, to better simultaneously discriminate multi-targets from their background, we propose a novel video-based multi-target tracking system that combines the particle probability hypothesis density (PHD) filter with discriminative group-structured dictionary learning.

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Authors:
Zeyu Fu, Pengming Feng, Syed Mohsen Naqvi, and Jonathon Chambers
Submitted On:
22 March 2017 - 8:04am
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[1] Zeyu Fu, Pengming Feng, Syed Mohsen Naqvi, and Jonathon Chambers, "PARTICLE PHD FILTER BASED MULTI-TARGET TRACKING USING DISCRIMINATIVE GROUP-STRUCTURED DICTIONARY LEARNING", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1780. Accessed: Jun. 28, 2017.
@article{1780-17,
url = {http://sigport.org/1780},
author = {Zeyu Fu; Pengming Feng; Syed Mohsen Naqvi; and Jonathon Chambers },
publisher = {IEEE SigPort},
title = {PARTICLE PHD FILTER BASED MULTI-TARGET TRACKING USING DISCRIMINATIVE GROUP-STRUCTURED DICTIONARY LEARNING},
year = {2017} }
TY - EJOUR
T1 - PARTICLE PHD FILTER BASED MULTI-TARGET TRACKING USING DISCRIMINATIVE GROUP-STRUCTURED DICTIONARY LEARNING
AU - Zeyu Fu; Pengming Feng; Syed Mohsen Naqvi; and Jonathon Chambers
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1780
ER -
Zeyu Fu, Pengming Feng, Syed Mohsen Naqvi, and Jonathon Chambers. (2017). PARTICLE PHD FILTER BASED MULTI-TARGET TRACKING USING DISCRIMINATIVE GROUP-STRUCTURED DICTIONARY LEARNING. IEEE SigPort. http://sigport.org/1780
Zeyu Fu, Pengming Feng, Syed Mohsen Naqvi, and Jonathon Chambers, 2017. PARTICLE PHD FILTER BASED MULTI-TARGET TRACKING USING DISCRIMINATIVE GROUP-STRUCTURED DICTIONARY LEARNING. Available at: http://sigport.org/1780.
Zeyu Fu, Pengming Feng, Syed Mohsen Naqvi, and Jonathon Chambers. (2017). "PARTICLE PHD FILTER BASED MULTI-TARGET TRACKING USING DISCRIMINATIVE GROUP-STRUCTURED DICTIONARY LEARNING." Web.
1. Zeyu Fu, Pengming Feng, Syed Mohsen Naqvi, and Jonathon Chambers. PARTICLE PHD FILTER BASED MULTI-TARGET TRACKING USING DISCRIMINATIVE GROUP-STRUCTURED DICTIONARY LEARNING [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1780