Ecole d'ingénieur et centre de recherche en Sciences du numérique

Autonomous person detection and tracking framework using unmanned aerial vehicles (UAVs)

Fradi, Hajer; Bracco, Lorenzo; Canino, Flavia; Dugelay, Jean-Luc

EUSIPCO 2018, 26th European Signal Processing Conference, 3-7 September 2018, Rome, Italy

While person tracking has made significant progress over the last few years, most of the existing approaches are of limited success in real-time applications using moving sensors. In particular, we emphasize in this paper the need for a visual tracker that enables autonomous navigation functionality to drones (UAVs), mainly to follow a specific target. To achieve this goal, a color-based detection framework is proposed. The approach includes as well the execution of control commands, which are essential to switch from the detection to automatically follow the detected target. Our proposed approach is evaluated on videos recorded by drones. The obtained results demonstrate the effectiveness of the proposed approach to accurately follow a target in real-time, and despite different challenges such as lighting changes, speed, and occlusions.

Document Doi Bibtex

Titre:Autonomous person detection and tracking framework using unmanned aerial vehicles (UAVs)
Mots Clés:Detection, Tracking, Moving Sensors, Color, Drone Commands, Real-time
Type:Conférence
Langue:English
Ville:Rome
Pays:ITALIE
Date:
Département:Sécurité numérique
Eurecom ref:5666
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Bibtex: @inproceedings{EURECOM+5666, doi = {http://dx.doi.org/10.23919/EUSIPCO.2018.8553010}, year = {2018}, title = {{A}utonomous person detection and tracking framework using unmanned aerial vehicles ({UAV}s)}, author = {{F}radi, {H}ajer and {B}racco, {L}orenzo and {C}anino, {F}lavia and {D}ugelay, {J}ean-{L}uc}, booktitle = {{EUSIPCO} 2018, 26th {E}uropean {S}ignal {P}rocessing {C}onference, 3-7 {S}eptember 2018, {R}ome, {I}taly}, address = {{R}ome, {ITALIE}}, month = {09}, url = {http://www.eurecom.fr/publication/5666} }
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