Francesco Solera;Simone Calderara "Social Groups Detection in Crowd through Shape-Augmented Structured LearningImage Analysis and Processing ICIAP 2013" Lecture Notes in Computer ScienceImage Analysis and Processing ICIAP 2013, vol. 8156, Napoli, pp. 542 -551 , 9-13 Settembre 2013, 2013

Bibtex entry:

 @conference{
11380_992336,
author = {Francesco, Solera and Simone, Calderara},
title = {Social Groups Detection in Crowd through Shape-Augmented Structured LearningImage Analysis and Processing  ICIAP 2013},
year = {2013},
publisher = {-Attuale: SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ  -Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands INTERNET: http://www.kluwerlaw.com},
address = {berlino},
volume = {8156},
booktitle = {Lecture Notes in Computer ScienceImage Analysis and Processing  ICIAP 2013},
abstract = {Most of the behaviors people exhibit while being part of a crowd are social processes that tend to emerge among groups and as a consequence, detecting groups in crowds is becoming an important issue in modern behavior analysis. We propose a supervised correlation clustering technique that employs Structural SVM and a proxemic based feature to learn how to partition people trajectories in groups, by injecting in the model socially plausible shape configurations. By taking into account social groups patterns, the system is able to outperform state of the art methods on two publicly available benchmark sets of videos.},
keywords = {Group detection},
isbn = {9783642411809}
isbn = {9783642411816}
pages = {542--551}
}

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