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ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Published

Standard

ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera. / Sadeghi Tehran, Pouria; Angelov, Plamen.
Intelligent Systems 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications. ed. / D. Filev; J. Jabłkowski; J. Kacprzyk; M. Krawczak; I. Popchev; L. Rutkowski; V. Sgurev; E. Sotirova; P. Szynkarczyk; S. Zadrozny. Springer, 2015. p. 555-565 (Advances in Intelligent Systems and Computing; Vol. 323).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Harvard

Sadeghi Tehran, P & Angelov, P 2015, ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera. in D Filev, J Jabłkowski, J Kacprzyk, M Krawczak, I Popchev, L Rutkowski, V Sgurev, E Sotirova, P Szynkarczyk & S Zadrozny (eds), Intelligent Systems 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications. Advances in Intelligent Systems and Computing, vol. 323, Springer, pp. 555-565, IEEE Intelligent Systems IS'14, United Kingdom, 24/09/14. https://doi.org/10.1007/978-3-319-11310-4_48

APA

Sadeghi Tehran, P., & Angelov, P. (2015). ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera. In D. Filev, J. Jabłkowski, J. Kacprzyk, M. Krawczak, I. Popchev, L. Rutkowski, V. Sgurev, E. Sotirova, P. Szynkarczyk, & S. Zadrozny (Eds.), Intelligent Systems 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications (pp. 555-565). (Advances in Intelligent Systems and Computing; Vol. 323). Springer. https://doi.org/10.1007/978-3-319-11310-4_48

Vancouver

Sadeghi Tehran P, Angelov P. ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera. In Filev D, Jabłkowski J, Kacprzyk J, Krawczak M, Popchev I, Rutkowski L, Sgurev V, Sotirova E, Szynkarczyk P, Zadrozny S, editors, Intelligent Systems 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications. Springer. 2015. p. 555-565. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-11310-4_48

Author

Sadeghi Tehran, Pouria ; Angelov, Plamen. / ATDT : Autonomous Template-based Detection and Tracking of objects from airborne camera. Intelligent Systems 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications. editor / D. Filev ; J. Jabłkowski ; J. Kacprzyk ; M. Krawczak ; I. Popchev ; L. Rutkowski ; V. Sgurev ; E. Sotirova ; P. Szynkarczyk ; S. Zadrozny. Springer, 2015. pp. 555-565 (Advances in Intelligent Systems and Computing).

Bibtex

@inproceedings{ffc291d101694e3fa3f6fcd3f28a2a9c,
title = "ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera",
abstract = "This paper describes the proposed ATDT approach for autonomous template-based detection and tracking from a moving airborne camera or an electro-optical (EO) device. The advantages of the proposed method ATDT is that it is fully autonomous (no human involvement is needed; in the experimentthe human was only involved to navigate the UAV not for any of the steps of the video analysis) replacing the need of human operators for video analytics tasks, it can be used on board UAV, is computationally lean and can operate in real time.",
keywords = "Objects tracking, dynamic template, autonomous object detection, UAV",
author = "{Sadeghi Tehran}, Pouria and Plamen Angelov",
year = "2015",
doi = "10.1007/978-3-319-11310-4_48",
language = "English",
isbn = "9783319113098",
series = "Advances in Intelligent Systems and Computing",
publisher = "Springer",
pages = "555--565",
editor = "D. Filev and J. Jab{\l}kowski and J. Kacprzyk and M. Krawczak and Popchev, {I. } and Rutkowski, {L. } and V. Sgurev and E. Sotirova and P. Szynkarczyk and S. Zadrozny",
booktitle = "Intelligent Systems 2014",
note = "IEEE Intelligent Systems IS'14 ; Conference date: 24-09-2014 Through 26-09-2014",

}

RIS

TY - GEN

T1 - ATDT

T2 - IEEE Intelligent Systems IS'14

AU - Sadeghi Tehran, Pouria

AU - Angelov, Plamen

PY - 2015

Y1 - 2015

N2 - This paper describes the proposed ATDT approach for autonomous template-based detection and tracking from a moving airborne camera or an electro-optical (EO) device. The advantages of the proposed method ATDT is that it is fully autonomous (no human involvement is needed; in the experimentthe human was only involved to navigate the UAV not for any of the steps of the video analysis) replacing the need of human operators for video analytics tasks, it can be used on board UAV, is computationally lean and can operate in real time.

AB - This paper describes the proposed ATDT approach for autonomous template-based detection and tracking from a moving airborne camera or an electro-optical (EO) device. The advantages of the proposed method ATDT is that it is fully autonomous (no human involvement is needed; in the experimentthe human was only involved to navigate the UAV not for any of the steps of the video analysis) replacing the need of human operators for video analytics tasks, it can be used on board UAV, is computationally lean and can operate in real time.

KW - Objects tracking

KW - dynamic template

KW - autonomous object detection

KW - UAV

U2 - 10.1007/978-3-319-11310-4_48

DO - 10.1007/978-3-319-11310-4_48

M3 - Conference contribution/Paper

SN - 9783319113098

T3 - Advances in Intelligent Systems and Computing

SP - 555

EP - 565

BT - Intelligent Systems 2014

A2 - Filev, D.

A2 - Jabłkowski, J.

A2 - Kacprzyk, J.

A2 - Krawczak, M.

A2 - Popchev, I.

A2 - Rutkowski, L.

A2 - Sgurev, V.

A2 - Sotirova, E.

A2 - Szynkarczyk, P.

A2 - Zadrozny, S.

PB - Springer

Y2 - 24 September 2014 through 26 September 2014

ER -