Original languageEnglish
Title of host publication2018 IEEE International Conference on Imaging Systems and Techniques (IST)
Number of pages6
Place of PublicationKrakow, Poland
PublisherIEEE
Publication date14 Dec 2018
Article number8577153
ISBN (Print)978-1-5386-6629-6
ISBN (Electronic)978-1-5386-6628-9
DOIs
Publication statusPublished - 14 Dec 2018
Event2018 IEEE International Conference on Imaging Systems and Techniques, IST 2018 - Krakow, Poland
Duration: 16 Oct 201818 Oct 2018

Conference

Conference2018 IEEE International Conference on Imaging Systems and Techniques, IST 2018
CountryPoland
CityKrakow
Period16/10/201818/10/2018
SeriesIEEE International Conference on Imaging Systems and Techniques (IST)
ISSN1558-2809

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Robotics
Robots
Docks
Dairies
Farms
Feature extraction
Classifiers
Neural networks
Deep learning

Cite this

Kounalakis, T., Malinowski, M. J., Chelini, L., Triantafyllidis, G. A., & Nalpantidis, L. (2018). A robotic system employing deep learning for visual recognition and detection of weeds in Grasslands. In 2018 IEEE International Conference on Imaging Systems and Techniques (IST) [8577153] Krakow, Poland: IEEE. IEEE International Conference on Imaging Systems and Techniques (IST) https://doi.org/10.1109/IST.2018.8577153
Kounalakis, Tsampikos ; Malinowski, Michal Jerzy ; Chelini, Leandro ; Triantafyllidis, Georgios A. ; Nalpantidis, Lazaros. / A robotic system employing deep learning for visual recognition and detection of weeds in Grasslands. 2018 IEEE International Conference on Imaging Systems and Techniques (IST). Krakow, Poland : IEEE, 2018. (IEEE International Conference on Imaging Systems and Techniques (IST)).
@inproceedings{e1f05f0ec3074ab997bf5aec3c9699eb,
title = "A robotic system employing deep learning for visual recognition and detection of weeds in Grasslands",
author = "Tsampikos Kounalakis and Malinowski, {Michal Jerzy} and Leandro Chelini and Triantafyllidis, {Georgios A.} and Lazaros Nalpantidis",
year = "2018",
month = "12",
day = "14",
doi = "10.1109/IST.2018.8577153",
language = "English",
isbn = "978-1-5386-6629-6",
booktitle = "2018 IEEE International Conference on Imaging Systems and Techniques (IST)",
publisher = "IEEE",
address = "United States",

}

Kounalakis, T, Malinowski, MJ, Chelini, L, Triantafyllidis, GA & Nalpantidis, L 2018, A robotic system employing deep learning for visual recognition and detection of weeds in Grasslands. in 2018 IEEE International Conference on Imaging Systems and Techniques (IST)., 8577153, IEEE, Krakow, Poland, IEEE International Conference on Imaging Systems and Techniques (IST), 2018 IEEE International Conference on Imaging Systems and Techniques, IST 2018, Krakow, Poland, 16/10/2018. https://doi.org/10.1109/IST.2018.8577153

A robotic system employing deep learning for visual recognition and detection of weeds in Grasslands. / Kounalakis, Tsampikos; Malinowski, Michal Jerzy; Chelini, Leandro; Triantafyllidis, Georgios A.; Nalpantidis, Lazaros.

2018 IEEE International Conference on Imaging Systems and Techniques (IST). Krakow, Poland : IEEE, 2018. 8577153 (IEEE International Conference on Imaging Systems and Techniques (IST)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

TY - GEN

T1 - A robotic system employing deep learning for visual recognition and detection of weeds in Grasslands

AU - Kounalakis, Tsampikos

AU - Malinowski, Michal Jerzy

AU - Chelini, Leandro

AU - Triantafyllidis, Georgios A.

AU - Nalpantidis, Lazaros

PY - 2018/12/14

Y1 - 2018/12/14

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U2 - 10.1109/IST.2018.8577153

DO - 10.1109/IST.2018.8577153

M3 - Article in proceeding

SN - 978-1-5386-6629-6

BT - 2018 IEEE International Conference on Imaging Systems and Techniques (IST)

PB - IEEE

CY - Krakow, Poland

ER -

Kounalakis T, Malinowski MJ, Chelini L, Triantafyllidis GA, Nalpantidis L. A robotic system employing deep learning for visual recognition and detection of weeds in Grasslands. In 2018 IEEE International Conference on Imaging Systems and Techniques (IST). Krakow, Poland: IEEE. 2018. 8577153. (IEEE International Conference on Imaging Systems and Techniques (IST)). https://doi.org/10.1109/IST.2018.8577153