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Journal of Agricultural Engineering

eISSN 2239-6268 - pISSN 1974-7071

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Editor-in-Chief: Riccardo Guidetti, Milan, 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
    4179
    PDF: 1334
    HTML: 448
  • 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
    1733
    PDF: 693
    HTML: 138
  • Recent advances in pest and disease recognition: a comprehensive review

    Honglin Liu, Bisheng Zhan, Ruitong Fang, Yi Zhang, Yujiao Ma, Ze Shen, Qirong Mao
    05-08-2025
    https://doi.org/10.4081/jae.2025.1776
    927
    PDF: 466
    HTML: 20
  • 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
    1226
    PDF: 477
    HTML: 34
  • 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
    2161
    PDF: 495
    HTML: 52
  • 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
    1493
    PDF: 422
    HTML: 28
  • 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
    722
    PDF: 324
    HTML: 26
  • 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
    3438
    PDF: 1373
    HTML: 145
  • 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
    416
    PDF: 375
    HTML: 18
  • GPPK4PCM: pest classification model integrating growth period prior knowledge

    Jianhua Zheng, Junde Lu, Yusha Fu, Ruolin Zhao, Jinfang Liu, Zhaoxi Luo, Zhijie Luo
    18-07-2025
    https://doi.org/10.4081/jae.2025.1814
    267
    PDF: 140
    HTML: 5
  • Automatic sheep counting method and experimental study based on mask R-CNN

    YiKun Fan, Ting Li, Hao Lian, HuiLin Jiang, Wenqian Yang, Peng Zhou, Meian Li
    12-09-2025
    https://doi.org/10.4081/jae.2025.1614
    543
    PDF: 199
    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
    1664
    PDF: 791
    HTML: 29
  • 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
    7516
    PDF: 3146
    Appendix: 204
    HTML: 4960
  • 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
    696
    PDF: 361
    HTML: 18
  • 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
    3786
    PDF: 1287
    HTML: 4374
  • 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
    736
    PDF: 292
    HTML: 35
  • 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
    897
    PDF: 472
    HTML: 16
  • Tomato detection in natural environment based on improved YOLOv8 network

    Wancheng Dong, Yipeng Zhao, Jiaxing Pei, Zuolong Feng, Zhikai Ma, Leilei Wang, Simon Shemin Wang
    24-07-2025
    https://doi.org/10.4081/jae.2025.1732
    867
    PDF: 290
    HTML: 41
  • 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
    1512
    PDF: 621
  • Sheep pose estimation via image analysis and body measurements derived from key points

    Cafer Tayyar Bati
    28-08-2025
    https://doi.org/10.4081/jae.2025.1719
    714
    PDF: 274
    HTML: 33
  • 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
    742
    PDF: 313
    HTML: 21
  • 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
    1443
    PDF: 673
    HTML: 100
  • 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
    594
    PDF: 342
    HTML: 17
  • 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
    564
    PDF: 452
    HTML: 28
  • 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
    1291
    PDF: 479
    HTML: 9
  • Pitaya detection using an improved lightweight Faster R-CNN based on MobileNetV3 in densely planted pitaya orchards

    Yulong Nan, Huichun Zhang, Jiaqiang Zheng, Kunqi Yang
    17-07-2025
    https://doi.org/10.4081/jae.2025.1886
    306
    PDF: 149
    HTML: 10
  • 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
    1589
    PDF: 690
    SUPPLEMENTARY MATERIAL: 70
    HTML: 31
  • 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
    1043
    PDF: 414
    HTML: 22
  • 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
    678
    PDF: 325
    HTML: 21
  • 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
    620
    PDF: 340
    HTML: 15
  • 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
    837
    PDF: 440
    HTML: 69
  • 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
    538
    PDF: 307
    HTML: 6
  • 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
    1250
    PDF: 515
    HTML: 15
  • 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
    1540
    PDF: 483
    Appendix: 120
    HTML: 8
  • 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
    637
    PDF: 356
    HTML: 9
  • 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
    6441
    PDF: 3052
    Appendix: 367
    HTML: 4366
  • 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
    1751
    PDF: 830
    HTML: 53
  • 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
    4659
    PDF: 1538
    HTML: 1203
  • 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
    866
    PDF: 474
    HTML: 10
  • 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
    1965
    PDF: 352
    SUPPLEMENTARY MATERIAL: 80
    HTML: 13
  • 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
    2421
    PDF: 1248
    HTML: 562
  • 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
    892
    PDF: 485
    HTML: 45
  • 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
    568
    PDF: 262
    HTML: 28
  • Recognition of pepper plant and ridge characteristics using an ultrasonic sensor for smart upland crop production

    Mohammod Ali, Md Rejaul Karim, Md Sazzadul Kabir, Md Asrakul Haque, Kyu-Ho Lee, Sun-Ok Chung
    21-07-2025
    https://doi.org/10.4081/jae.2025.1881
    423
    PDF: 220
    HTML: 8
  • 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
    4043
    PDF: 1248
    HTML: 996
  • 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
    1353
    PDF: 713
    HTML: 41
  • 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
    1536
    PDF: 720
    HTML: 172
  • 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
    1254
    PDF: 746
    HTML: 250
  • 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
    944
    PDF: 328
    HTML: 30
  • 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
    1498
    PDF: 505
    APPENDIX: 105
    HTML: 12
  • 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
    1373
    PDF: 940
    HTML: 6
  • A review of deep learning based agricultural remote sensing image segmentation

    Qinghua Ren, Yanlin Wu, Qingshuai Zeng, Ning Yang
    01-12-2025
    https://doi.org/10.4081/jae.2025.1954
    611
    PDF: 115
  • Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation

    Shuofeng Weng, Chaochun Yuan, Youguo He, Jie Shen, Lizhang Xu, Zhihao Zhu, Qiuye Yu, Xiaowei Yang
    14-07-2025
    https://doi.org/10.4081/jae.2025.1819
    1026
    PDF: 377
    Appendix: 122
    HTML: 12
  • 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
    1986
    PDF: 897
    HTML: 57
  • 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
    1445
    PDF: 586
    HTML: 132
  • 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
    747
    PDF: 349
    HTML: 39
  • 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
    1218
    PDF: 503
    HTML: 28
  • Use of machine learning tools to estimate drying rate of apple and apricot wood discs

    Martina Balac, Andrija Rajković, Mihailo Milanović, Zoran Mileusnić, Rajko Miodragović, Aleksandra Dragičević, Olivera Ećim-Đurić
    04-09-2025
    https://doi.org/10.4081/jae.2025.1712
    225
    PDF: 165
    HTML: 12
  • Review on electromagnetic soil sensing technologies: devices, statistical models, and future perspective

    Eleonora Iaccheri, Luigi Ragni, Annachiara Berardinelli
    24-10-2025
    https://doi.org/10.4081/jae.2025.1817
    419
    PDF: 150
  • 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
    2848
    PDF: 1086
    HTML: 905
  • 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
    1477
    PDF: 785
  • 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
    2713
    PDF: 764
    HTML: 390
  • 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
    1360
    PDF: 518
    HTML: 27
  • 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
    3089
    PDF: 1177
    HTML: 563
  • 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
    998
    PDF: 478
    HTML: 15
1 - 65 of 65 items

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  • Aeroponic systems design: considerations and challenges
    238
  • YOLO deep learning algorithm for object detection in agriculture: a review
    193
  • Avocado oil extraction processes: method for cold-pressed high-quality edible oil production versus traditional production
    126
  • Automatic sheep counting method and experimental study based on mask R-CNN
    112
  • Grain kernel damage during threshing: a comprehensive review of theories and models
    111

Keywords

Early Access
Portable solar-powered irrigation control station into a container for sustainable agriculture
Antonio Garcia-Chica et al.
4 November 2025
Early Access
Review on electromagnetic soil sensing technologies: devices, statistical models, and future perspective
Eleonora Iaccheri et al.
24 October 2025
Vol. 56 No. 4 (2025)
Automatic sheep counting method and experimental study based on mask R-CNN
YiKun Fan et al.
12 September 2025
Early Access
Harnessing AI for sustainable agriculture: exergy efficiency optimization in maize via neighbourhood component analysis, principal component...
Kutalmis Turhal et al.
24 October 2025
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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