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Title Year Authors Link
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A survey of public datasets for computer vision tasks in precision agriculture 2020 Lu, Yuzhen and Young, Sierra https://www.sciencedirect.com/science/article/pii/S0168169920312709
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A comprehensive survey on weed and crop classification using machine learning and deep learning 2024 Adhinata, Faisal Dharma and Wahyono and Sumiharto, Raden https://www.sciencedirect.com/science/article/pii/S2589721724000278
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A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture 2023 Luo, Jiayun and Li, Boyang and Leung, Cyril http://arxiv.org/abs/2210.11318
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Deep-learning-based counting methods, datasets, and applications in agriculture: a review 2023 Farjon, Guy and Huijun, Liu and Edan, Yael https://doi.org/10.1007/s11119-023-10034-8
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RGB-D datasets for robotic perception in site-specific agricultural operations—A survey 2023 Kurtser, Polina and Lowry, Stephanie https://www.sciencedirect.com/science/article/pii/S0168169923004234
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Generative adversarial networks (GANs) for image augmentation in agriculture: A systematic review 2022 Lu, Yuzhen and Chen, Dong and Olaniyi, Ebenezer and Huang, Yanbo https://www.sciencedirect.com/science/article/pii/S0168169922005233
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A survey of deep learning techniques for weed detection from images 2021 Hasan, A S M Mahmudul and Sohel, Ferdous and Diepeveen, Dean and Laga, Hamid and Jones, Michael G. K. https://www.sciencedirect.com/science/article/pii/S0168169921000855
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Deep learning in agriculture: A survey 2018 Kamilaris, Andreas and Prenafeta-Boldú, Francesc X. https://www.sciencedirect.com/science/article/pii/S0168169917308803
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A comprehensive review of remote sensing platforms, sensors, and applications in nut crops 2022 Jafarbiglu, Hamid and Pourreza, Alireza https://www.sciencedirect.com/science/article/pii/S0168169922001612
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A review of unmanned aerial vehicle-based methods for plant stand count evaluation in row crops 2022 Pathak, Harsh and Igathinathane, C. and Zhang, Z. and Archer, D. and Hendrickson, J. https://www.sciencedirect.com/science/article/pii/S0168169922003817
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An extensive review on agricultural robots with a focus on their perception systems 2023 Thakur, Abhishek and Venu, Sangeeth and Gurusamy, Muralimohan https://www.sciencedirect.com/science/article/pii/S0168169923005343
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A review on weed detection using ground-based machine vision and image processing techniques 2019 Wang, Aichen and Zhang, Wen and Wei, Xinhua https://www.sciencedirect.com/science/article/pii/S0168169918317150
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Current trends in the use of thermal imagery in assessing plant stresses: A review 2024 Adhitama Putra Hernanda, Reza and Lee, Hoonsoo and Cho, Jung-il and Kim, Geonwoo and Cho, Byoung-Kwan and Kim, Moon S. https://www.sciencedirect.com/science/article/pii/S0168169924006185
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A review of core agricultural robot technologies for crop productions 2023 Yang, Qinghua and Du, Xiaoqiang and Wang, Zhiheng and Meng, Zhichao and Ma, Zenghong and Zhang, Qin https://www.sciencedirect.com/science/article/pii/S0168169923000893
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Advanced agricultural disease image recognition technologies: A review 2022 Yuan, Yuan and Chen, Lei and Wu, Huarui and Li, Lin https://www.sciencedirect.com/science/article/pii/S2214317321000032
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Impact of dataset on the study of crop disease image recognition 2022 Yuan, Yuan and Chen, Lei and Ren, Yuchen and Wang, Shimei and Li, Yin https://www.ijabe.org/index.php/ijabe/article/view/7005
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Deep learning techniques for in-crop weed recognition in large-scale grain production systems: a review 2024 Hu, Kun and Wang, Zhiyong and Coleman, Guy and Bender, Asher and Yao, Tingting and Zeng, Shan and Song, Dezhen and Schumann, Arnold and Walsh, Michael https://doi.org/10.1007/s11119-023-10073-1

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