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Journal of Agricultural Engineering

eISSN 2239-6268 - pISSN 1974-7071

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Editor-in-Chief: Riccardo Guidetti, Milano, Italy

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  • YOLO deep learning algorithm for object detection in agriculture: a review

    Kamalesh Kanna S, Kumaraperumal Ramalingam, Pazhanivelan P, Jagadeeswaran R, Prabu P.C.
    13-12-2024
    https://doi.org/10.4081/jae.2024.1641
    1343
    PDF: 632
    HTML: 179
  • Key technology of crop precision sowing based on the vision principle

    Bing Li, Jiyun Li
    25-08-2022
    https://doi.org/10.4081/jae.2022.1453
    1859
    PDF: 390
    HTML: 45
  • Parametric evaluation of segmentation techniques for paddy diseases analysis

    Hemanthakumar R. Kappali, Sadyojatha K.M., Prashanthi S.K.
    04-08-2023
    https://doi.org/10.4081/jae.2023.1532
    818
    PDF: 322
    HTML: 7
  • Multi-class segmentation of navel orange surface defects based on improved DeepLabv3+

    Yun Zhu, Shuwen Liu, Xiaojun Wu, Lianfeng Gao, Youyun Xu
    20-02-2024
    https://doi.org/10.4081/jae.2024.1564
    849
    PDF: 311
    HTML: 15
  • Comparative analysis of 2D and 3D vineyard yield prediction system using artificial intelligence

    Dhanashree Barbole, Parul M. Jadhav
    30-10-2023
    https://doi.org/10.4081/jae.2023.1545
    977
    PDF: 306
    HTML: 5
  • Cassava stalk detection for a cassava harvesting robot based on YOLO v4 and Mask R-CNN

    Thanaporn Singhpoo, Khwantri Saengprachatanarug, Seree Wongpichet, Jetsada Posom, Kanda Runapongsa Saikaew
    01-08-2023
    https://doi.org/10.4081/jae.2023.1301
    1247
    PDF: 543
    HTML: 101
  • IBAC-Net: integrative brightness adaptive plant leaf disease classification

    Xing Xu, Hongya Ma, Yun Zhao, Xiaoshu Lv
    11-03-2025
    https://doi.org/10.4081/jae.2025.1772
    178
    PDF: 190
    HTML: 10
  • Anthocyanins estimation in homogeneous bean landrace (Phaseolus vulgaris L.) using probabilistic representation and convolutional neural networks

    José Luis Morales-Reyes, Héctor-Gabriel Acosta-Mesa, Elia-Nora Aquino-Bolaños, Socorro Herrera Meza, Aldo Márquez Grajales
    01-08-2023
    https://doi.org/10.4081/jae.2023.1421
    942
    PDF: 383
    HTML: 11
  • Grape detection in natural environment based on improved YOLOv8 network

    Meng Junjie, Cao Ziang, Guo Dandan, Wang Yuwei, Zhang Dashan, Liu Bingyou, Hou Wenhui
    20-08-2024
    https://doi.org/10.4081/jae.2024.1594
    397
    PDF: 233
    HTML: 7
  • Tomato leaf diseases recognition based on deep convolutional neural networks

    Kai Tian, Jiefeng Zeng, Tianci Song, Zhuliu Li, Asenso Evans, Jiuhao Li
    25-08-2022
    https://doi.org/10.4081/jae.2022.1432
    2768
    PDF: 1073
    HTML: 127
  • Lightweight sandy vegetation object detection algorithm based on attention mechanism

    Zhongwei Hua, Min Guan
    21-11-2022
    https://doi.org/10.4081/jae.2022.1471
    1293
    PDF: 329
    HTML: 25
  • Grain kernel damage during threshing: a comprehensive review of theories and models

    George Ashwehmbom Looh, Fangping Xie, Xiushan Wang, Augustine Ngiejungbwen Looh, Hamdaoui Hind
    02-01-2025
    https://doi.org/10.4081/jae.2025.1674
    582
    PDF: 449
    HTML: 54
  • Automated system for the detection of risk in agricultural sugarcane harvesting using digital image processing and deep learning

    Alina Evelyn Badillo-Márquez, Jonathan J. Cid-Galiot, Rubén Posada-Gómez, Alberto Alfonso Aguilar-Lasserre
    08-05-2024
    https://doi.org/10.4081/jae.2024.1581
    582
    PDF: 325
    HTML: 3
  • Lychee cultivar fine-grained image classification method based on improved ResNet-34 residual network

    Yiming Xiao, Jianhua Wang, Hongyi Xiong, Fangjun Xiao, Renhuan Huang, Licong Hong, Bofei Wu, Jinfeng Zhou, Yongbin Long, Yubin Lan
    17-07-2024
    https://doi.org/10.4081/jae.2024.1593
    611
    PDF: 284
    HTML: 12
  • Operational evaluation of an optical sensor for the automatic in-line estimation of total mixed ration fibre length and particle size in a mixing wagon

    Massimo Brambilla, Andrea Lazzari, Simone Giovinazzo, Francesco Tangorra, Aldo Calcante, Carlo Bisaglia
    04-03-2025
    https://doi.org/10.4081/jae.2025.1730
    468
    PDF: 177
    HTML: 19
  • Fluorescence hyper-spectral imaging to detecting faecal contamination on fresh tomatoes

    Roberto Romaniello, Giorgio Peri, Alessandro Leone
    7-11
    08-03-2016
    https://doi.org/10.4081/jae.2016.491
    1876
    PDF: 894
    HTML: 828
  • Ray-tracing method for fields of view simulation in agricultural and forestry vehicles

    Lorenzo Landi, Luca Burattini, Maurizio Cutini, Leonardo Vita, Luca Landi
    04-03-2025
    https://doi.org/10.4081/jae.2025.1697
    337
    PDF: 233
    HTML: 21
  • Image analysis of real-time classification of cherry fruit from colour features

    José F. Reyes, Elías Contreras, Christian Correa, Pedro Melin
    23-12-2021
    https://doi.org/10.4081/jae.2021.1160
    1368
    PDF: 627
    HTML: 26
  • Potato powdery scab segmentation using improved GrabCut algorithm

    Rui Liu, Tong Zhu, Jiawei Wu, Jingtao Li
    09-05-2024
    https://doi.org/10.4081/jae.2024.1585
    352
    PDF: 207
    HTML: 8
  • Static laser weeding system based on improved YOLOv8 and image fusion

    Xiwang Du, Xia Li, Fangtao Duan, Jiawei Hua, Mengchao Hu
    03-10-2024
    https://doi.org/10.4081/jae.2024.1598
    503
    PDF: 352
    HTML: 28
  • Residual attention based multi-label learning for apple leaf disease identification

    Changjian Zhou, Zhenyuan Zhao, Wenzhuo Chen, Yuquan Feng, Jia Song, Wensheng Xiang
    20-08-2024
    https://doi.org/10.4081/jae.2024.1595
    352
    PDF: 212
    HTML: 4
  • Optimisation of hot-water application technology for the control of broad-leaved dock (Rumex obtusifolius)

    Roy Latsch, Joachim Sauter
    137-145
    21-12-2014
    https://doi.org/10.4081/jae.2014.239
    2741
    PDF: 1770
    HTML: 1117
  • Using Landsat 8 imagery in detecting cork oak (Quercus suber L.) woodlands: a case study in Calabria (Italy)

    Giuseppe Modica, Francesco Solano, Angelo Merlino, Salvatore Di Fazio, Francesco Barreca, Luigi Laudari, Carmelo Riccardo Fichera
    205-215
    15-12-2016
    https://doi.org/10.4081/jae.2016.571
    2594
    PDF: 928
    HTML: 899
  • Double-branch deep convolutional neural network-based rice leaf diseases recognition and classification

    Xiong Bi, Hongchun Wang
    30-10-2023
    https://doi.org/10.4081/jae.2023.1544
    1107
    PDF: 309
    APPENDIX: 60
    HTML: 8
  • Leveraging deep semantic segmentation for assisted weed detection

    Francisco Garibaldi-Márquez, Gerardo Flores, Luis M. Valentín-Coronado
    18-02-2025
    https://doi.org/10.4081/jae.2025.1741
    305
    PDF: 81
    HTML: 2
  • Characterisation of olive fruit for the milling process by using visible/near infrared spectroscopy

    Roberto Beghi, Valentina Giovenzana, Raffaele Civelli, Enrico Cini, Riccardo Guidetti
    e8
    04-10-2013
    https://doi.org/10.4081/jae.2013.e8
    3772
    PDF: 1145
    HTML: 990
  • E-nose: a low-cost fruit ripeness monitoring system

    Pankaj Tyagi, Rahul Semwal, Anju Sharma, Uma Shanker Tiwary, Pritish Varadwaj
    03-11-2022
    https://doi.org/10.4081/jae.2022.1389
    3238
    PDF: 1162
    HTML: 854
  • Machines for non-chemical intra-row weed control in narrow and wide-row crops: a review

    Andrea Peruzzi, Luisa Martelloni, Christian Frasconi, Marco Fontanelli, Michel Pirchio, Michele Raffaelli
    57-70
    01-06-2017
    https://doi.org/10.4081/jae.2017.583
    6037
    PDF: 2777
    Appendix: 301
    HTML: 4339
  • Effect of different photoperiod regimes in combination with natural and artificial light on nutrient uptake in bok choy (Brassica rapa L.) using an internet of things-based hydroponics system

    Bayu Taruna Widjaja Putra, Wahyu Nurkholis Hadi Syahputra, Parawita Dewanti
    08-05-2024
    https://doi.org/10.4081/jae.2024.1579
    647
    PDF: 605
    HTML: 3
  • Hyperspectral imaging system to online monitoring the soy flour content in a functional pasta

    Roberto Romaniello, Antonietta Eliana Barrasso, Antonio Berardi, Claudio Perone, Antonia Tamborrino, Filippo Catalano, Antonietta Baiano
    04-08-2023
    https://doi.org/10.4081/jae.2023.1535
    1277
    PDF: 344
    HTML: 27
  • 3D modeling and volume measurement of bulk grains stored in large warehouses using bi-temporal multi-site terrestrial laser scanning data

    Xingbo Hu, Tian Xia, Leidong Yang, Fangming Wu, Ying Fan, Yinghong Tian
    23-01-2024
    https://doi.org/10.4081/jae.2024.1555
    1047
    PDF: 430
    HTML: 21
  • Design of green spaces located below the urbanised level. Themes, problems and solutions applied to a case study

    Alessandro Toccolini, Simone Felisari, Paolo Stefano Ferrario
    151-161
    18-12-2015
    https://doi.org/10.4081/jae.2015.484
    12200
    PDF: 737
    HTML: 1942
  • An intelligent system for detecting Mediterranean fruit fly [Medfly; Ceratitis capitata (Wiedemann)]

    Yusuf Uzun, Mehmet Resit Tolun, Halil Tanyer Eyyuboglu, Filiz Sarı
    30-06-2022
    https://doi.org/10.4081/jae.2022.1381
    2131
    PDF: 591
    HTML: 334
  • Structural design, modeling and simulation analysis of a cage broiler inspection robot

    Yongmin Guo, Xinwei Yu, Wanchao Zhang, Changxi Chen, Liji Yu
    07-04-2025
    https://doi.org/10.4081/jae.2025.1806
    269
    PDF: 95
    HTML: 1
  • Monitoring mini-tomatoes growth: A non-destructive machine vision-based alternative

    Fernando Ferreira Abreu, Luiz Henrique Antunes Rodrigues
    09-09-2022
    https://doi.org/10.4081/jae.2022.1366
    1439
    PDF: 703
    HTML: 47
  • Design and test of an efficient seedling pick-up device with a combination of air jet ejection and mechanical action

    Luhua Han, Haorui Ma, Menghan Mo, Francis Kumi, Jianping Hu, Hanping Mao
    16-04-2024
    https://doi.org/10.4081/jae.2024.1575
    539
    PDF: 326
    HTML: 11
  • Identification of drought-salinity combined stress in tomato plants by vegetation indices

    Alessandro Biglia, Francesco Gresta, Davide Lucien Patono, Lorenzo Comba, Claudio Lovisolo, Paolo Gay, Andrea Schubert
    23-10-2024
    https://doi.org/10.4081/jae.2024.1599
    373
    PDF: 215
    HTML: 6
  • Automatic travelling of agricultural support robot for a fruit farm. Verification of effectiveness of real-time kinematic-global navigation satellite system and developed a simulator for specification design

    Ren Hiraoka, Yuya Aoyagi, Kazuki Kobayashi
    02-02-2023
    https://doi.org/10.4081/jae.2023.1355
    1992
    PDF: 671
    Appendix: 104
    HTML: 123
  • Application of MOS gas sensors for detecting mechanical damage of tea plants

    Yubing Sun, Yutong Zheng
    02-12-2024
    https://doi.org/10.4081/jae.2024.1647
    492
    PDF: 195
    HTML: 24
  • An efficient headland-turning navigation system for a safflower picking robot

    Guomin Gao, Hui Guo, Jing Zhang, Zhenguo Zhang, Tianlun Wu, Hao Lu, Zhaoxin Qiu, Haiyang Chen, Zhen Lingxuan
    11-10-2023
    https://doi.org/10.4081/jae.2023.1539
    969
    PDF: 511
    HTML: 36
  • Zanthoxylum infructescence detection based on adaptive density clustering

    Diwei Wu, Shaohua Zeng, Shuai Wang, Yanan Chen, Yidan Xu
    26-03-2024
    https://doi.org/10.4081/jae.2024.1568
    1627
    PDF: 239
    SUPPLEMENTARY MATERIAL: 38
    HTML: 11
  • Design and experiments of an integrated device for shrimp orientation and decapitation

    Panchen Ruan, Yifan Fang, Zetong Li, Qiansheng Tang, Liangyuan Xu
    16-10-2024
    https://doi.org/10.4081/jae.2024.1611
    334
    PDF: 178
    HTML: 5
  • PRELIMINARY STUDY FOR THE IMPLEMENTATION OFAN IMAGE ANALYSIS ALGORITHM TO DETECT DAIRY COW PRESENCE AT THE FEED BARRIER

    Simona M.C. Porto, Claudia Arcidiacono, Giuseppe C. Guarnera, Giovanni Cascone
    17-24
    22-06-2012
    https://doi.org/10.4081/jae.2011.4.17
    1461
    PDF: 697
  • Fine-grained recognition algorithm of crop pests based on cross-layer bilinear aggregation and multi-task learning

    Juquan Ruan, Shuo Liu, Wanjing Mao, Shan Zeng, Zhuoyi Zhang, Guangsun Yin
    30-10-2024
    https://doi.org/10.4081/jae.2024.1606
    303
    PDF: 197
    HTML: 2
  • Agrivoltaic systems towards the European green deal and agricultural policies: a review

    Gabriella Impallomeni, Francesco Barreca
    11-11-2024
    https://doi.org/10.4081/jae.2024.1632
    658
    PDF: 471
    HTML: 27
  • Design and test of wireless monitoring system based on expandable awning composite greenhouse

    Juhua Chen, Tingting Zhang, Xiaoyu Yan
    25-02-2025
    https://doi.org/10.4081/jae.2025.1751
    488
    PDF: 184
    HTML: 18
  • Distinguishing tea stalks of Wuyuan green tea using hyperspectral imaging analysis and convolutional neural network

    Xin Yu, Ling Zhao, Zongbin Liu, Yiqing Zhang
    16-02-2024
    https://doi.org/10.4081/jae.2024.1560
    626
    PDF: 305
    HTML: 4
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    115
  • Efficient use of water in four genotypes of cowpea (Vigna unguiculata L. walp) aiming to face water deficit
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Journal of Agricultural Engineering

is the official journal of the Italian Society of Agricultural Engineering and it is published online by PAGEPress®, Pavia, Italy. Registered in Pavia, n. 9/2012. All credits and honors to PKP for their OJS.

pISSN: 1974-7071
eISSN: 2239-6268

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