Behavioral Analysis and Individual Tracking Based on Kalman Filter: Application in an Urban Environment

Autor: Amaury Auguste, Wissam Kaddah, Marwa Elbouz, Ghislain Oudinet, Ayman Alfalou

Publikováno v: Sensors, Vol 21, Iss 21, p 7234 (2021)

In order to improve behavioral analysis systems in urban environments, this paper proposes, using data extracted from video surveillance cameras, a tracking method through two approaches. The first approach consists in comparing the position of peopl

Externí odkaz: https://doaj.org/article/544c6c29dfb9410fae1afbf269cb95b5

A human body morphology detector: a distinctive filter to differentiate the image-based process depending on whether the person is a child or an adult

Autor: E. Sedgh-Gooya, Ayman Alfalou, Wissam Kaddah, Marwa Elbouz, F. Aram

Publikováno v: Pattern Recognition and Tracking XXXII
Pattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.23, ⟨10.1117/12.2586783⟩

In several particularly secure applications such as the entrance to a school, it is important to know whether the person entering is an adult or a child. In this article, we propose a human body morphology detector that distinguishes whether the pers

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b1384a1e6e5ee00e994e08780b902fc3
https://doi.org/10.1117/12.2586783

Automatic darkest filament detection (ADFD): a new algorithm for crack extraction on two-dimensional pavement images

Autor: Marc Desthieux, Ayman Alfalou, Yousri Ouerhani, Wissam Kaddah, Marwa Elbouz

Publikováno v: The Visual Computer
The Visual Computer, Springer Verlag, 2020, 36 (7), pp.1369-1384. ⟨10.1007/s00371-019-01742-2⟩

Pavement condition information is a significant component in pavement management systems. Precise extraction of road degradations particularly cracks is a critical task for surface safety. Manual surveys, which are labor intensive and costly, have in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c51aa0bc7b725ad4971a62da5f7756ac
https://hal.archives-ouvertes.fr/hal-03045714

Enhancing Optical Correlation Decision Performance for Face Recognition by Using a Nonparametric Kernel Smoothing Classification

Autor: Ayman Alfalou, Marwa Elbouz, Michael Aron, Matthieu Saumard, Christian Brosseau

Publikováno v: Sensors
Sensors, MDPI, 2019, 19 (23), pp.5092. ⟨10.3390/s19235092⟩
Volume 19
Issue 23
Sensors, Vol 19, Iss 23, p 5092 (2019)
Sensors (Basel, Switzerland)

Optical correlation has a rich history in image recognition applications from a database. In practice, it is simple to implement optically using two lenses or numerically using two Fourier transforms. Even if correlation is a reliable method for imag

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5d78721862c026ca39767db63c4e4942
https://hal.archives-ouvertes.fr/hal-02696449

Automatic pavement crack classification on two-dimensional VIAPIX images

Autor: Marwa Elbouz, Wissam Kaddah, Marc Desthieux, Ayman Alfalou, Yousri Ouerhani

Publikováno v: Pattern Recognition and Tracking XXX
Pattern Recognition and Tracking XXX, Apr 2019, Baltimore, United States. pp.7, ⟨10.1117/12.2518839⟩

International audience

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::027b33737688c9d6d994f9f4e7ddabb7
https://doi.org/10.1117/12.2518839