计算机视觉在农作物生长中的应用研究

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中图分类号：S126 文献标志码：A 文章编号：2096-9902(2026)03-0015-04

Abstract:WiththeadventoftheAgricultural5.Oera,theconceptof"SmartAgriculture”hasinitiatedanewtechnological transformationintheagriculturalfield.Thekeytoachievinghigh-yieldandsustainableagricultureliesinprecisionagricultural management，andcomputervisiontechnology，asameansofcolectingfirst-handcropdataiscrucialforconductingprecision operations.Computervisiontechnologyincludessystemconstruction，aswellasbackenddatacolectionandpreprocesing processes.Thispaperbrieflyintroducesthetechnologiesinvolvedinimageprocessing，suchasgrayscaleconversionflering, imagesegmentationmorphologicalprocesing,andfeaturevariableextraction.Italsopresetsthealicationsofcomputervision technologyincrogrowthmonitoring，qualtyinspection，andclaborativeoperationswithotheragriculturalequipment.Thepaper pointsoutcurrentchallengesinapplications，suchastheaccuracyofimagerecognitionandtheprecisionofcollborative operationswithequipment，andproposesthatcomputervisiontechnologyshoulddeveloptowardsmulti-sensordatafusion, integration with artificial intelligence models,and enhancement of intelligent capabilities.

Keywords: computer vision; agriculture; crop; application; outlook

自古以来，农业领域新技术的变革总是随着工业技术的革新而发展。（剩余7326字）