An integrated precision farming application based on 5G, UAV and deep learning technologies

Manzoor Razaak; Hamideh Kerdegari; Eleanor Davies; Raouf Abozariba; Matthew Broadbent; Katy Mason; Vasileios Argyriou; Paolo Remagnino

doi:10.1007/978-3-030-29930-9_11

An integrated precision farming application based on 5G, UAV and deep learning technologies

Manzoor Razaak^*, Hamideh Kerdegari, Eleanor Davies, Raouf Abozariba, Matthew Broadbent, Katy Mason, Vasileios Argyriou, Paolo Remagnino

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

18 Citations (SciVal)

Original language	English
Title of host publication	Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV 2019, Proceedings
Editors	Mario Vento, Gennaro Percannella, Sara Colantonio, Daniela Giorgi, Bogdan J. Matuszewski, Hamideh Kerdegari, Manzoor Razaak
Publisher	Springer Verlag
Pages	109-119
Number of pages	11
ISBN (Print)	9783030299293
DOIs	https://doi.org/10.1007/978-3-030-29930-9_11
Publication status	Published (VoR) - 2019
Event	1st Workshop on Deep-learning based Computer Vision for UAV, DL-UAV 2019, and 1st Workshop on Visual Computing and Machine Learning for Biomedical Applications, ViMaBi 2019 held at the 18th International Conference on Computer Analysis of Images and Patterns, CAIP 2019 - Salerno, Italy Duration: 6 Sept 2019 → 6 Sept 2019

Publication series

Name	Communications in Computer and Information Science
Volume	1089
ISSN (Print)	1865-0929
ISSN (Electronic)	1865-0937

Conference

Conference	1st Workshop on Deep-learning based Computer Vision for UAV, DL-UAV 2019, and 1st Workshop on Visual Computing and Machine Learning for Biomedical Applications, ViMaBi 2019 held at the 18th International Conference on Computer Analysis of Images and Patterns, CAIP 2019
Country/Territory	Italy
City	Salerno
Period	6/09/19 → 6/09/19

Keywords

5G
5GRIT
Deep learning
Precision farming
Unmanned aerial vehicles (UAV)

Access to Document

10.1007/978-3-030-29930-9_11

Cite this

Razaak, M., Kerdegari, H., Davies, E., Abozariba, R., Broadbent, M., Mason, K., Argyriou, V., & Remagnino, P. (2019). An integrated precision farming application based on 5G, UAV and deep learning technologies. In M. Vento, G. Percannella, S. Colantonio, D. Giorgi, B. J. Matuszewski, H. Kerdegari, & M. Razaak (Eds.), Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV 2019, Proceedings (pp. 109-119). (Communications in Computer and Information Science; Vol. 1089). Springer Verlag. https://doi.org/10.1007/978-3-030-29930-9_11

Razaak, Manzoor ; Kerdegari, Hamideh ; Davies, Eleanor et al. / An integrated precision farming application based on 5G, UAV and deep learning technologies. Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV 2019, Proceedings. editor / Mario Vento ; Gennaro Percannella ; Sara Colantonio ; Daniela Giorgi ; Bogdan J. Matuszewski ; Hamideh Kerdegari ; Manzoor Razaak. Springer Verlag, 2019. pp. 109-119 (Communications in Computer and Information Science).

@inproceedings{480598dd880a40be93203b7b9f500695,

title = "An integrated precision farming application based on 5G, UAV and deep learning technologies",

keywords = "5G, 5GRIT, Deep learning, Precision farming, Unmanned aerial vehicles (UAV)",

author = "Manzoor Razaak and Hamideh Kerdegari and Eleanor Davies and Raouf Abozariba and Matthew Broadbent and Katy Mason and Vasileios Argyriou and Paolo Remagnino",

note = "Funding Information: The research leading to these results have received funding from the Department for Digital, Culture, Media & Sports (DCMS), United Kingdom, under its 5G trials and testbeds program. Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2019.; 1st Workshop on Deep-learning based Computer Vision for UAV, DL-UAV 2019, and 1st Workshop on Visual Computing and Machine Learning for Biomedical Applications, ViMaBi 2019 held at the 18th International Conference on Computer Analysis of Images and Patterns, CAIP 2019 ; Conference date: 06-09-2019 Through 06-09-2019",

year = "2019",

doi = "10.1007/978-3-030-29930-9_11",

language = "English",

isbn = "9783030299293",

series = "Communications in Computer and Information Science",

publisher = "Springer Verlag",

pages = "109--119",

editor = "Mario Vento and Gennaro Percannella and Sara Colantonio and Daniela Giorgi and Matuszewski, {Bogdan J.} and Hamideh Kerdegari and Manzoor Razaak",

booktitle = "Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV 2019, Proceedings",

}

Razaak, M, Kerdegari, H, Davies, E, Abozariba, R, Broadbent, M, Mason, K, Argyriou, V & Remagnino, P 2019, An integrated precision farming application based on 5G, UAV and deep learning technologies. in M Vento, G Percannella, S Colantonio, D Giorgi, BJ Matuszewski, H Kerdegari & M Razaak (eds), Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV 2019, Proceedings. Communications in Computer and Information Science, vol. 1089, Springer Verlag, pp. 109-119, 1st Workshop on Deep-learning based Computer Vision for UAV, DL-UAV 2019, and 1st Workshop on Visual Computing and Machine Learning for Biomedical Applications, ViMaBi 2019 held at the 18th International Conference on Computer Analysis of Images and Patterns, CAIP 2019, Salerno, Italy, 6/09/19. https://doi.org/10.1007/978-3-030-29930-9_11

An integrated precision farming application based on 5G, UAV and deep learning technologies. / Razaak, Manzoor; Kerdegari, Hamideh; Davies, Eleanor et al.
Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV 2019, Proceedings. ed. / Mario Vento; Gennaro Percannella; Sara Colantonio; Daniela Giorgi; Bogdan J. Matuszewski; Hamideh Kerdegari; Manzoor Razaak. Springer Verlag, 2019. p. 109-119 (Communications in Computer and Information Science; Vol. 1089).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An integrated precision farming application based on 5G, UAV and deep learning technologies

AU - Razaak, Manzoor

AU - Kerdegari, Hamideh

AU - Davies, Eleanor

AU - Abozariba, Raouf

AU - Broadbent, Matthew

AU - Mason, Katy

AU - Argyriou, Vasileios

AU - Remagnino, Paolo

N1 - Funding Information: The research leading to these results have received funding from the Department for Digital, Culture, Media & Sports (DCMS), United Kingdom, under its 5G trials and testbeds program. Publisher Copyright: © Springer Nature Switzerland AG 2019.

PY - 2019

Y1 - 2019

KW - 5G

KW - 5GRIT

KW - Deep learning

KW - Precision farming

KW - Unmanned aerial vehicles (UAV)

UR - http://www.scopus.com/inward/record.url?scp=85072827960&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85072827960&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-29930-9_11

DO - 10.1007/978-3-030-29930-9_11

M3 - Conference contribution

AN - SCOPUS:85072827960

SN - 9783030299293

T3 - Communications in Computer and Information Science

SP - 109

EP - 119

BT - Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV 2019, Proceedings

A2 - Vento, Mario

A2 - Percannella, Gennaro

A2 - Colantonio, Sara

A2 - Giorgi, Daniela

A2 - Matuszewski, Bogdan J.

A2 - Kerdegari, Hamideh

A2 - Razaak, Manzoor

PB - Springer Verlag

T2 - 1st Workshop on Deep-learning based Computer Vision for UAV, DL-UAV 2019, and 1st Workshop on Visual Computing and Machine Learning for Biomedical Applications, ViMaBi 2019 held at the 18th International Conference on Computer Analysis of Images and Patterns, CAIP 2019

Y2 - 6 September 2019 through 6 September 2019

ER -

Razaak M, Kerdegari H, Davies E, Abozariba R, Broadbent M, Mason K et al. An integrated precision farming application based on 5G, UAV and deep learning technologies. In Vento M, Percannella G, Colantonio S, Giorgi D, Matuszewski BJ, Kerdegari H, Razaak M, editors, Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV 2019, Proceedings. Springer Verlag. 2019. p. 109-119. (Communications in Computer and Information Science). doi: 10.1007/978-3-030-29930-9_11

An integrated precision farming application based on 5G, UAV and deep learning technologies

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this