A novel multitask transformer deep learning architecture for joint classification and segmentation of horticulture plantations using very High-Resolution satellite imagery

被引:0
|
作者
Vinod, P.V. [1 ,2 ]
Behera, M.D. [2 ]
Jaya Prakash, A. [2 ]
Hebbar, R. [1 ]
Srivastav, S.K. [3 ]
机构
[1] Regional Remote Sensing Centre (RRSC-NRSC), Bangalore, India
[2] Centre for Ocean, River, Atmosphere and Land Sciences, Indian Institute of Technology Kharagpur, West Bengal, India
[3] Regional Centres, NRSC, ISRO, New Delhi, India
关键词
D O I
10.1016/j.compag.2024.109540
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Segmentation of multispectral high-resolution satellite imagery using log Gabor filters
    Xiao, Pengfeng
    Feng, Xuezhi
    An, Ru
    Zhao, Shuhe
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2010, 31 (06) : 1427 - 1439
  • [22] Building footprint extraction from very high-resolution satellite images using deep learning
    Ps, Prakash
    Aithal, Bharath H.
    JOURNAL OF SPATIAL SCIENCE, 2023, 68 (03) : 487 - 503
  • [23] Deep Learning Based Classification System for Identifying Weeds Using High-Resolution UAV Imagery
    Bah, M. Dian
    Dericquebourg, Eric
    Hafiane, Adel
    Canals, Raphael
    INTELLIGENT COMPUTING, VOL 2, 2019, 857 : 176 - 187
  • [24] Oil Palm Tree Detection and Health Classification on High-Resolution Imagery Using Deep Learning
    Yarak, Kanitta
    Witayangkurn, Apichon
    Kritiyutanont, Kunnaree
    Arunplod, Chomchanok
    Shibasaki, Ryosuke
    AGRICULTURE-BASEL, 2021, 11 (02): : 1 - 17
  • [25] Advantage of Combining OBIA and Classifier Ensemble Method for Very High-Resolution Satellite Imagery Classification
    Han, Ruimei
    Liu, Pei
    Wang, Guangyan
    Zhang, Hanwei
    Wu, Xilong
    JOURNAL OF SENSORS, 2020, 2020
  • [26] Automatic building footprint extraction from very high-resolution imagery using deep learning techniques
    Rastogi, Kriti
    Bodani, Pankaj
    Sharma, Shashikant A.
    GEOCARTO INTERNATIONAL, 2022, 37 (05) : 1501 - 1513
  • [27] Semantic segmentation of major macroalgae in coastal environments using high-resolution ground imagery and deep learning
    Balado, Jesus
    Olabarria, Celia
    Martinez-Sanchez, Joaquin
    Rodriguez-Perez, Jose R.
    Pedro, Arias
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 42 (05) : 1785 - 1800
  • [28] Using High-Resolution Satellite Imagery and Deep Learning to Track Dynamic Seasonality in Small Water Bodies
    Mullen, Andrew L.
    Watts, Jennifer D.
    Rogers, Brendan M.
    Carroll, Mark L.
    Elder, Clayton D.
    Noomah, Jonas
    Williams, Zachary
    Caraballo-Vega, Jordan A.
    Bredder, Allison
    Rickenbaugh, Eliza
    Levenson, Eric
    Cooley, Sarah W.
    Hung, Jacqueline K. Y.
    Fiske, Greg
    Potter, Stefano
    Yang, Yili
    Miller, Charles E.
    Natali, Susan M.
    Douglas, Thomas A.
    Kyzivat, Ethan D.
    GEOPHYSICAL RESEARCH LETTERS, 2023, 50 (07)
  • [29] Classification of Multispectral High-Resolution Satellite Imagery Using LIDAR Elevation Data
    Alonso, Maria C.
    Malpica, Jose A.
    ADVANCES IN VISUAL COMPUTING, PT II, PROCEEDINGS, 2008, 5359 : 85 - 94
  • [30] A Hybrid Privacy-Preserving Deep Learning Approach for Object Classification in Very High-Resolution Satellite Images
    Boulila, Wadii
    Khlifi, Manel Khazri
    Ammar, Adel
    Koubaa, Anis
    Benjdira, Bilel
    Farah, Imed Riadh
    REMOTE SENSING, 2022, 14 (18)