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Prediction of multi-target dynamics using discrete descriptors: An interactive approach

Abstract: 

We propose a probabilistic method to track and interpret interactions of moving objects. The proposed method is based on the analysis of location data from different moving objects that modify their dynamics according to rules of interactions, namely attractive and repulsive forces governing moving objects in a scene. Our method uses a Bayesian structure to identify key elements of the interplay rules and facilitates the prediction of objects' dynamics as the interacting system. Such a prediction permits the detection of abnormalities by identifying unseen interaction effects in the scene.

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Paper Details

Authors:
M. Baydoun, D. Campo, D. Kanapram, L. Marcenaro, C. Regazzoni
Submitted On:
10 May 2019 - 12:18pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Damian Campo
Paper Code:
3429

Document Files

ICASSP2019Poster.pdf

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[1] M. Baydoun, D. Campo, D. Kanapram, L. Marcenaro, C. Regazzoni , "Prediction of multi-target dynamics using discrete descriptors: An interactive approach", IEEE SigPort, 2019. [Online]. Available: http://sigport.org/4369. Accessed: Oct. 24, 2020.
@article{4369-19,
url = {http://sigport.org/4369},
author = {M. Baydoun; D. Campo; D. Kanapram; L. Marcenaro; C. Regazzoni },
publisher = {IEEE SigPort},
title = {Prediction of multi-target dynamics using discrete descriptors: An interactive approach},
year = {2019} }
TY - EJOUR
T1 - Prediction of multi-target dynamics using discrete descriptors: An interactive approach
AU - M. Baydoun; D. Campo; D. Kanapram; L. Marcenaro; C. Regazzoni
PY - 2019
PB - IEEE SigPort
UR - http://sigport.org/4369
ER -
M. Baydoun, D. Campo, D. Kanapram, L. Marcenaro, C. Regazzoni . (2019). Prediction of multi-target dynamics using discrete descriptors: An interactive approach. IEEE SigPort. http://sigport.org/4369
M. Baydoun, D. Campo, D. Kanapram, L. Marcenaro, C. Regazzoni , 2019. Prediction of multi-target dynamics using discrete descriptors: An interactive approach. Available at: http://sigport.org/4369.
M. Baydoun, D. Campo, D. Kanapram, L. Marcenaro, C. Regazzoni . (2019). "Prediction of multi-target dynamics using discrete descriptors: An interactive approach." Web.
1. M. Baydoun, D. Campo, D. Kanapram, L. Marcenaro, C. Regazzoni . Prediction of multi-target dynamics using discrete descriptors: An interactive approach [Internet]. IEEE SigPort; 2019. Available from : http://sigport.org/4369