In row cultivation controlled by plant patterns

被引:1
作者
Midtiby, Henrik Skov [1 ]
Steen, Kim Arild [2 ]
Green, Ole [2 ]
机构
[1] Univ Southern Denmark, UAS Ctr, Odense, Denmark
[2] Agro Intelli, Aarhus, Denmark
关键词
Crop recognition; Seeding pattern; Machine vision; COMPUTER-VISION; MAIZE FIELDS; WEED-CONTROL; CROP ROWS; CLASSIFICATION; SEGMENTATION; IMAGES; SYSTEM;
D O I
10.1016/j.compag.2018.07.037
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Information about a regular crop seeding pattern is used to locate individual crop plants seeded with a precision seeder. The amount of vegetation along each of the crop rows are monitored using a bispectral line scanning camera, this generates a vegetation coverage signal. Convolution of the vegetation coverage signal with a damped harmonic oscillation, tuned to the crop plant spacing used in the field, gives a signal with distinct peaks near the real crop plant locations. The algorithm was tested on real field data, consisting of precision seeded maize. The seeding pattern were locked, such that a crop plant in one row will be next to a crop plant in the adjacent rows. The average absolution position error from the precision seeder is estimated to be around 15.5 mm. Compared to manual annotated ground truth plant positions, the system locates individual crop plants with an average absolute position error of 20.72 mm when using information from a single crop row and an average absolution position error of 14.79 mm when utilising information from five adjacent crop rows.
引用
收藏
页码:62 / 68
页数:7
相关论文
共 50 条
  • [31] Plant Population and Row Spacing Affects Growth and Yield of Rainfed Maize in Semi-arid Environments
    Haarhoff, Stephanus J.
    Swanepoel, Pieter A.
    FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [32] Depth measurements through controlled aberrations of projected patterns
    Birch, Gabriel C.
    Tyo, J. Scott
    Schwiegerling, Jim
    OPTICS EXPRESS, 2012, 20 (06): : 6561 - 6574
  • [33] Effects of climate change on cultivation patterns of spring maize and its climatic suitability in Northeast China
    Zhao, Junfang
    Guo, Jianping
    Xu, Yanliong
    Mu, Jia
    AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 2015, 202 : 178 - 187
  • [34] Green bean biofortification for Si through soilless cultivation: plant response and Si bioaccessibility in pods
    Montesano, Francesco Fabiano
    D'Imperio, Massimiliano
    Parente, Angelo
    Cardinali, Angela
    Renna, Massimiliano
    Serio, Francesco
    SCIENTIFIC REPORTS, 2016, 6
  • [35] Band herbicide application combined with inter-row cultivation as a sustainable weed management strategy for reducing herbicide use: A meta-analysis
    Ozaslan, Cumali
    Gursoy, Songul
    DiTommaso, Antonio
    CROP PROTECTION, 2024, 175
  • [36] Deep learning for plant identification using vein morphological patterns
    Grinblat, Guillermo L.
    Uzal, Lucas C.
    Larese, Monica G.
    Granitto, Pablo M.
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2016, 127 : 418 - 424
  • [37] Patterns of plant phenology in Amazonian seasonally flooded and unflooded forests
    Hawes, Joseph E.
    Peres, Carlos A.
    BIOTROPICA, 2016, 48 (04) : 465 - 475
  • [38] Sustainable Management of Anaerobic Digestate: From Biogas Plant to Full-Scale Cultivation of Pleurotus ostreatus
    Zuffi, Veronica
    Puliga, Federico
    Zambonelli, Alessandra
    Trincone, Lorenzo
    Sanchez-Cortes, Santiago
    Francioso, Ornella
    AGRONOMY-BASEL, 2023, 13 (04):
  • [39] Characteristics of Sludge from the Treatment of Soilless Plant Cultivation Wastewater in a Rotating Electrobiological Disc Contactor (REBDC)
    Rodziewicz, Joanna
    Mielcarek, Artur
    Janczukowicz, Wojciech
    Tavares, Jorge Manuel Rodrigues
    Jozwiakowski, Krzysztof
    ENERGIES, 2023, 16 (03)
  • [40] Spatial patterns of plant functional types and environmental proxies of plant richness in alpine region of Western Himalaya, India
    Padalia, Hitendra
    Bushra, Aimon
    Singh, Gajendra
    Nandy, Subrata
    Rai, Ishwari Datt
    Rawat, Gopal S.
    BIODIVERSITY AND CONSERVATION, 2019, 28 (8-9) : 2221 - 2244