Application of fully convolutional neural networks to mapping industrial oil palm plantations

Результат исследований: Глава в книге, отчете, сборнике статейМатериалы конференцииНаучно-исследовательскаярецензирование

1 цитирование (Scopus)
Язык оригиналаАнглийский
Название основной публикацииAnalysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers
РедакторыAlexander Panchenko, Wil M. van der Aalst, Michael Khachay, Panos M. Pardalos, Vladimir Batagelj, Natalia Loukachevitch, Goran Glavaš, Dmitry I. Ignatov, Sergei O. Kuznetsov, Olessia Koltsova, Irina A. Lomazova, Andrey V. Savchenko, Amedeo Napoli, Marcello Pelillo
ИздательSpringer Verlag
Страницы155-167
Число страниц13
ISBN (печатное издание)9783030110260
DOI
СостояниеОпубликовано - 1 янв 2018
Событие7th International Conference on Analysis of Images, Social Networks and Texts, AIST 2018 - Moscow, Российская Федерация
Продолжительность: 5 июл 20187 июл 2018

Серия публикаций

НазваниеLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Том11179 LNCS
ISSN (печатное издание)0302-9743
ISSN (электронное издание)1611-3349

Конференция

Конференция7th International Conference on Analysis of Images, Social Networks and Texts, AIST 2018
СтранаРоссийская Федерация
ГородMoscow
Период05/07/201807/07/2018

Отпечаток

Palm oil
Neural Networks
Neural networks
Landsat
Normalized Difference Vegetation Index
Global Warming
Texture Feature
Random Forest
Sustainability
Global warming
Carbon Dioxide
Sustainable development
Carbon dioxide
Absorption
Segmentation
Textures
Pixel
Pixels
Semantics
Entire

Ключевые слова

    Предметные области ASJC Scopus

    • Theoretical Computer Science
    • Computer Science(all)

    Цитировать

    Baklanov, A., Khachay, M., & Pasynkov, M. (2018). Application of fully convolutional neural networks to mapping industrial oil palm plantations. В A. Panchenko, W. M. van der Aalst, M. Khachay, P. M. Pardalos, V. Batagelj, N. Loukachevitch, G. Glavaš, D. I. Ignatov, S. O. Kuznetsov, O. Koltsova, I. A. Lomazova, A. V. Savchenko, A. Napoli, ... M. Pelillo (Ред.), Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers (стр. 155-167). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Том 11179 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-030-11027-7_16
    Baklanov, Artem ; Khachay, Michael ; Pasynkov, Maxim. / Application of fully convolutional neural networks to mapping industrial oil palm plantations. Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers. редактор / Alexander Panchenko ; Wil M. van der Aalst ; Michael Khachay ; Panos M. Pardalos ; Vladimir Batagelj ; Natalia Loukachevitch ; Goran Glavaš ; Dmitry I. Ignatov ; Sergei O. Kuznetsov ; Olessia Koltsova ; Irina A. Lomazova ; Andrey V. Savchenko ; Amedeo Napoli ; Marcello Pelillo. Springer Verlag, 2018. стр. 155-167 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
    @inproceedings{c1341c479f1041058f55b0d6d2e4abb4,
    title = "Application of fully convolutional neural networks to mapping industrial oil palm plantations",
    keywords = "FCN-8s, Mapping tree plantations, Remote sensing, Semi-automated methods",
    author = "Artem Baklanov and Michael Khachay and Maxim Pasynkov",
    year = "2018",
    month = "1",
    day = "1",
    doi = "10.1007/978-3-030-11027-7_16",
    language = "English",
    isbn = "9783030110260",
    series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
    publisher = "Springer Verlag",
    pages = "155--167",
    editor = "Alexander Panchenko and {van der Aalst}, {Wil M.} and Michael Khachay and Pardalos, {Panos M.} and Vladimir Batagelj and Natalia Loukachevitch and Goran Glavaš and Ignatov, {Dmitry I.} and Kuznetsov, {Sergei O.} and Olessia Koltsova and Lomazova, {Irina A.} and Savchenko, {Andrey V.} and Amedeo Napoli and Marcello Pelillo",
    booktitle = "Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers",
    address = "Germany",

    }

    Baklanov, A, Khachay, M & Pasynkov, M 2018, Application of fully convolutional neural networks to mapping industrial oil palm plantations. в A Panchenko, WM van der Aalst, M Khachay, PM Pardalos, V Batagelj, N Loukachevitch, G Glavaš, DI Ignatov, SO Kuznetsov, O Koltsova, IA Lomazova, AV Savchenko, A Napoli & M Pelillo (ред.), Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), том. 11179 LNCS, Springer Verlag, стр. 155-167, 7th International Conference on Analysis of Images, Social Networks and Texts, AIST 2018, Moscow, Российская Федерация, 05/07/2018. https://doi.org/10.1007/978-3-030-11027-7_16

    Application of fully convolutional neural networks to mapping industrial oil palm plantations. / Baklanov, Artem; Khachay, Michael; Pasynkov, Maxim.

    Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers. ред. / Alexander Panchenko; Wil M. van der Aalst; Michael Khachay; Panos M. Pardalos; Vladimir Batagelj; Natalia Loukachevitch; Goran Glavaš; Dmitry I. Ignatov; Sergei O. Kuznetsov; Olessia Koltsova; Irina A. Lomazova; Andrey V. Savchenko; Amedeo Napoli; Marcello Pelillo. Springer Verlag, 2018. стр. 155-167 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Том 11179 LNCS).

    Результат исследований: Глава в книге, отчете, сборнике статейМатериалы конференцииНаучно-исследовательскаярецензирование

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    AU - Khachay, Michael

    AU - Pasynkov, Maxim

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    KW - FCN-8s

    KW - Mapping tree plantations

    KW - Remote sensing

    KW - Semi-automated methods

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    A2 - van der Aalst, Wil M.

    A2 - Khachay, Michael

    A2 - Pardalos, Panos M.

    A2 - Batagelj, Vladimir

    A2 - Loukachevitch, Natalia

    A2 - Glavaš, Goran

    A2 - Ignatov, Dmitry I.

    A2 - Kuznetsov, Sergei O.

    A2 - Koltsova, Olessia

    A2 - Lomazova, Irina A.

    A2 - Savchenko, Andrey V.

    A2 - Napoli, Amedeo

    A2 - Pelillo, Marcello

    PB - Springer Verlag

    ER -

    Baklanov A, Khachay M, Pasynkov M. Application of fully convolutional neural networks to mapping industrial oil palm plantations. В Panchenko A, van der Aalst WM, Khachay M, Pardalos PM, Batagelj V, Loukachevitch N, Glavaš G, Ignatov DI, Kuznetsov SO, Koltsova O, Lomazova IA, Savchenko AV, Napoli A, Pelillo M, редакторы, Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers. Springer Verlag. 2018. стр. 155-167. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-030-11027-7_16