WYA2: Optimal Individual Features Extraction for VideoSurveillance Re-identification

Isaac Martín De Diego, Ignacio San Román, Cristina Conde, Enrique Cabello

2017

Abstract

A novel method for re-identification based on optimal features extraction in VideoSurveillance environments is presented in this paper. A high number of features are extracted for each detected person in a dataset obtained from a camera in a scenario. An evaluation of the relative discriminate power of each bag of features for each person is performed. We propose a forward method in a Support Vector framework to obtained the optimal individual bags of features. These bags of features are used in a new scenario in order to detect suspicious persons using the images from a non-overlapping camera. The results obtained demonstrate the promising potential of the presented approach.

Paper Citation

in Harvard Style

Martín De Diego I., San Román I., Conde C. and Cabello E. (2017). WYA2: Optimal Individual Features Extraction for VideoSurveillance Re-identification . In Proceedings of the 14th International Joint Conference on e-Business and Telecommunications - Volume 1: SIGMAP, (ICETE 2017) ISBN 978-989-758-260-8, pages 35-41. DOI: 10.5220/0006435400350041

in Bibtex Style

@conference{sigmap17,
author={Isaac Martín De Diego and Ignacio San Román and Cristina Conde and Enrique Cabello},
title={WYA2: Optimal Individual Features Extraction for VideoSurveillance Re-identification},
booktitle={Proceedings of the 14th International Joint Conference on e-Business and Telecommunications - Volume 1: SIGMAP, (ICETE 2017)},
year={2017},
pages={35-41},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006435400350041},
isbn={978-989-758-260-8},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications - Volume 1: SIGMAP, (ICETE 2017)
TI - WYA2: Optimal Individual Features Extraction for VideoSurveillance Re-identification
SN - 978-989-758-260-8
AU - Martín De Diego I.
AU - San Román I.
AU - Conde C.
AU - Cabello E.
PY - 2017
SP - 35
EP - 41
DO - 10.5220/0006435400350041