Research Explorer

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Researcher

Junfeng Gao

Awards & Distinctions

6 Results

2024

Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images

Junfeng GaoWenzhi LiaoDavid NuyttensPeter LootensErik AlexanderssonJan Pieters

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

2020

An exploration of the use of machine learning techniques for site-specific weed management

Junfeng GaoJan PietersYong He

Deep convolutional neural networks for image-based Convolvulus sepium detection in sugar beet fields

Junfeng GaoAndrew P. FrenchMichael P. PoundYong HeTony P. PridmoreJan Pieters

A1 Journal Article in PLANT METHODS

2019

Automated spectral feature extraction from hyperspectral images to differentiate weedy rice and barnyard grass from a rice crop

Yanchao ZhangJunfeng GaoHaiyan CenYonglian LuXiaoyue YuYong HeJan Pieters

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

2018

Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery

Junfeng GaoWenzhi LiaoDavid NuyttensPeter LootensJürgen VangeyteAleksandra PizuricaYong HeJan Pieters

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

Recognising weeds in a maize crop using a random forest machine-learning algorithm and near-infrared snapshot mosaic hyperspectral imagery

Junfeng GaoDavid NuyttensPeter LootensYong HeJan Pieters

A1 Journal Article in BIOSYSTEMS ENGINEERING