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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
    1439
    PDF: 658
    HTML: 184
  • 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
    1288
    PDF: 552
    HTML: 101
  • 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
    882
    PDF: 316
    HTML: 17
  • 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
    1881
    PDF: 397
    HTML: 45
  • 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
    1311
    PDF: 339
    HTML: 25
  • 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
    478
    PDF: 184
    HTML: 19
  • 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
    2789
    PDF: 1082
    HTML: 127
  • 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
    187
    PDF: 198
    HTML: 12
  • 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
    1382
    PDF: 636
    HTML: 26
  • Aeroponic systems design: considerations and challenges

    Albert Min, Nam Nguyen, Liam Howatt, Marlowe Tavares, Jaho Seo
    15-09-2022
    https://doi.org/10.4081/jae.2022.1387
    5538
    PDF: 2377
    Appendix: 153
    HTML: 3796
  • 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
    467
    PDF: 244
    HTML: 7
  • Measurement of food colour in L*a*b* units from RGB digital image using least squares support vector machine regression

    Roberto Romaniello, Alessandro Leone, Giorgio Peri
    138-143
    18-12-2015
    https://doi.org/10.4081/jae.2015.482
    3488
    PDF: 1130
    HTML: 4300
  • 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
    316
    PDF: 91
    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
    630
    PDF: 302
    HTML: 12
  • Application of Computer Vision for quality control in frozen mixed berries production: colour calibration issues

    D. Ricauda Aimonino, P. Gay, L. Comba
    08-09-2013
    https://doi.org/10.4081/jae.2013.296
    1367
    PDF: 541
  • 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
    416
    PDF: 217
    HTML: 4
  • 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
    539
    PDF: 362
    HTML: 28
  • 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
    286
    PDF: 119
    HTML: 4
  • 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
    359
    PDF: 240
    HTML: 21
  • 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
    999
    PDF: 317
    HTML: 5
  • Apple recognition and picking sequence planning for harvesting robot in a complex environment

    Wei Ji, Tong Zhang, Bo Xu, Guozhi He
    31-10-2023
    https://doi.org/10.4081/jae.2024.1549
    1126
    PDF: 439
    SUPPLEMENTARY MATERIAL: 36
    HTML: 12
  • 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
    870
    PDF: 332
    HTML: 8
  • AC-YOLO: citrus detection in the natural environment of orchards

    Xu Xiao, Yaonan Wang, Yiming Jiang, Haotian Wu, Zhe Zhang, Rujing Wang
    27-12-2024
    https://doi.org/10.4081/jae.2024.1654
    352
    PDF: 167
    HTML: 7
  • 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
    368
    PDF: 214
    HTML: 8
  • Detection method of potato leaf disease based on YOLOv5s

    Jingtao Li, Hao Chen, Guisong Li, Yueqi Liu, Yanli Yang, Xia Liu, Chang Yi Wang
    03-06-2024
    https://doi.org/10.4081/jae.2024.1587
    619
    PDF: 318
    HTML: 20
  • 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
    314
    PDF: 207
    HTML: 2
  • 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
    973
    PDF: 391
    HTML: 11
  • Fuzzy neural network PID control design of camellia fruit vibration picking manipulator

    Ziyan Fan, Lijun Li, Zicheng Gao
    01-08-2023
    https://doi.org/10.4081/jae.2023.1466
    1238
    PDF: 356
    Appendix: 70
    HTML: 5
  • Detection of early collision and compression bruises for pears based on hyperspectral imaging technology

    Guanglai Wang, Congcong Wang, Dayang Liu
    09-07-2024
    https://doi.org/10.4081/jae.2024.1591
    378
    PDF: 240
    HTML: 5
  • 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
    6068
    PDF: 2792
    Appendix: 305
    HTML: 4340
  • 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
    1462
    PDF: 714
    HTML: 47
  • 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
    3281
    PDF: 1175
    HTML: 859
  • 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
    604
    PDF: 340
    HTML: 3
  • 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
    1668
    PDF: 246
    SUPPLEMENTARY MATERIAL: 41
    HTML: 11
  • On the influence of the alternation of two different cooling systems on dairy cow daily activities

    Simona M.C. Porto, Alessandro D'Emilio, Giovanni Cascone
    21-27
    17-02-2017
    https://doi.org/10.4081/jae.2017.577
    2235
    PDF: 1152
    HTML: 559
  • 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
    570
    PDF: 332
    HTML: 11
  • Fast identification of tomatoes in natural environments by improved YOLOv5s

    Hongbo Wang, Zhicheng Xie, Yongzheng Yang, Junmao Li, Zilu Huang, Zhihong Yu
    09-07-2024
    https://doi.org/10.4081/jae.2024.1588
    332
    PDF: 173
    HTML: 16
  • 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
    1007
    PDF: 520
    HTML: 36
  • Design and experiment of a control system for sweet potato seedling-feeding and planting device based on a pre-treatment seedling belt

    Yufan He, Qingzhen Zhu, Weiqiang Fu, Changhai Luo, Yue Cong, Wuchang Qin, Zhijun Meng, Liping Chen, Chunjiang Zhao, Guangwei Wu
    30-06-2022
    https://doi.org/10.4081/jae.2022.1261
    1256
    PDF: 552
    HTML: 134
  • 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
    3807
    PDF: 1154
    HTML: 990
  • 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
    626
    PDF: 459
    HTML: 56
  • 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
    521
    PDF: 206
    HTML: 24
  • 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
    1130
    PDF: 318
    APPENDIX: 66
    HTML: 8
  • 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
    677
    PDF: 614
    HTML: 3
  • Assessing the effect of barns structures and environmental conditions in dairy cattle farms monitored in Northern Italy

    Daniela Lovarelli, Elisabetta Riva, Gabriele Mattachini, Marcella Guarino, Giorgio Provolo
    23-12-2021
    https://doi.org/10.4081/jae.2021.1229
    1560
    PDF: 741
    HTML: 23
  • 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
    1079
    PDF: 444
    HTML: 22
  • COLOR DEGRADATION KINETICS OF REHYDRATED ‘BORLOTTO’ BEANS STORED IN DIFFERENT GAS ATMOSPHERES AS MEASURED BY IMAGE ANALYSIS

    Maria Luisa Amodio, Rosaria Cornacchia, Fedele Colantuono, Giancarlo Colelli
    33-40
    22-06-2012
    https://doi.org/10.4081/jae.2011.4.33
    1350
    PDF: 703
  • 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
    653
    PDF: 309
    HTML: 4
  • 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
    2618
    PDF: 941
    HTML: 899
  • Variation in ultrasonic frequency and time as pre-treatments to air-drying of carrot

    Ernest Ekow Abano, Livingston Kobina Sam-Amoah, Ato Bart-Plange
    e23
    26-03-2013
    https://doi.org/10.4081/jae.2012.e23
    2917
    PDF: 1088
    HTML: 560
  • 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
    504
    PDF: 200
    HTML: 18
  • Agricultural machinery photoelectric automatic navigation control system based on back propagation neural network

    Yerong Sun, Kechuan Yi
    05-07-2023
    https://doi.org/10.4081/jae.2023.1530
    948
    PDF: 379
    HTML: 8
  • 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
    2176
    PDF: 596
    HTML: 339
  • Study of the steering of a wide span vehicle controlled by a local positioning system

    Volodymyr Bulgakov, Simone Pascuzzi, Semjons Ivanovs, Volodymyr Kuvachov, Yulia Postol, Francesco Santoro, Viktor Melnyk
    30-09-2021
    https://doi.org/10.4081/jae.2021.1144
    1146
    PDF: 431
    HTML: 17
1 - 54 of 54 items

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  • Avocado oil extraction processes: method for cold-pressed high-quality edible oil production versus traditional production
    263
  • Aeroponic systems design: considerations and challenges
    215
  • Agricultural mechanization perspective in Pakistan: present challenges and digital future
    149
  • Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation
    101
  • YOLO deep learning algorithm for object detection in agriculture: a review
    98

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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.

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eISSN: 2239-6268

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