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  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

  1829

  PDF: 489

  HTML: 25
• 

  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

  1131

  PDF: 442

  HTML: 58

• 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

  1453

  PDF: 565

  HTML: 55
• 

  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

  1239

  PDF: 493

  HTML: 34
• 

  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

  795

  PDF: 448

  HTML: 27

• 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

  1505

  PDF: 585

  HTML: 21
• 

  Automated tea shoot picking using the YOLO network and Mamba images segmentation for top-view detection with a monocular camera

  Zhiqiang Wang, Hui Niu, Jing Zhang, Wu Zhang, Jian Mao, Shengqi Zhang, Jun Liu, Guanpeng Zuo, Zhe Zheng, Zhenxiang Chi

  18-11-2025

  https://doi.org/10.4081/jae.2025.1637

  517

  PDF: 244

  HTML: 11
• 

  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

  1128

  PDF: 325

  HTML: 53
• 

  Evaluation of the morphological quality index in the Cordevole river (Bl, Italy)

  Emanuel Rigon, Johnny Moretto, Riccardo Rainato, Mario Aristide Lenzi, Andrea Zorzi

  e15

  18-12-2013

  https://doi.org/10.4081/jae.2013.e15

  4418

  PDF: 1435

  HTML: 1753
• 

  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

  2175

  PDF: 801

  HTML: 160
• 

  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

  2011

  PDF: 956

  HTML: 69
• 

  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

  2350

  PDF: 553

  HTML: 58
• 

  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

  1924

  PDF: 884

  HTML: 46

• 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

  1847

  PDF: 712

  HTML: 234
• 

  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

  6190

  PDF: 1980

  HTML: 589
• 

  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

  1632

  PDF: 881

  HTML: 56
• 

  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

  1006

  PDF: 460

  HTML: 21

• 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

  1821

  PDF: 627

  APPENDIX: 127

  HTML: 21
• 

  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

  1522

  PDF: 836

  HTML: 27

• 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

  2151

  PDF: 404

  SUPPLEMENTARY MATERIAL: 102

  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

  406

  PDF: 221

  HTML: 10
• 

  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

  1672

  PDF: 487

  HTML: 33
• 

  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

  8412

  PDF: 3583

  Appendix: 236

  HTML: 5441

• A METHOD FOR SEGMENTING FOOD COLOUR IMAGES

  Giorgio Peri, Roberto Romaniello

  53-56

  30-06-2008

  https://doi.org/10.4081/jae.2008.2.53

  1683

  PDF: 733
• 

  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

  1475

  PDF: 634

  HTML: 22
• 

  Application of ground penetrating radar technology in moisture content detection of stored grain

  Fan Cui, Guoqi Dong, Baiping Chen, Penglin Yong, Suping Peng

  15-09-2022

  https://doi.org/10.4081/jae.2022.1472

  2085

  PDF: 826

  HTML: 104
• 

  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

  2200

  PDF: 1041

  HTML: 844
• 

  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

  530

  PDF: 271

  HTML: 25
• 

  AI-powered autonomous spraying robot for precision orchard applications

  Dilara Gerdan Koc, Caner Koc, Mustafa Comakli

  10-12-2025

  https://doi.org/10.4081/jae.2025.1766

  1894

  PDF: 510

  HTML: 52
• 

  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

  918

  PDF: 517

  HTML: 31
• 

  Hyperspectral imaging to measure apricot attributes during storage

  Alessandro Benelli, Chiara Cevoli, Angelo Fabbri, Luigi Ragni

  28-06-2022

  https://doi.org/10.4081/jae.2022.1311

  1753

  PDF: 708

  HTML: 61
• 

  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

  1104

  PDF: 745

  HTML: 71
• 

  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

  1047

  PDF: 470

  HTML: 37
• 

  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

  1162

  PDF: 544

  HTML: 28

• Application of the new Morphological Quality Index in the Cordevole river (BL, Italy)

  E. Rigon, J. Moretto, F. Delai, L. Picco, D. Ravazzolo, R. Rainato, M.A. Lenzi

  08-09-2013

  https://doi.org/10.4081/jae.2013.250

  1689

  PDF: 813
• 

  Unmanned aerial vehicle and proximal sensing of vegetation indices in olive tree (Olea europaea)

  Eliseo Roma, Pietro Catania, Mariangela Vallone, Santo Orlando

  12-10-2023

  https://doi.org/10.4081/jae.2023.1536

  1714

  PDF: 986

  HTML: 115
• 

  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

  737

  PDF: 413

  HTML: 16
• 

  Intelligent monitoring system for plastic film and drip tape laying quality in film mulching planters based on multi-sensor fusion

  Haoqiang Sun, Jincheng Chen, Baiwei Wang, Yuze He, Chao Ji

  06-05-2026

  https://doi.org/10.4081/jae.2026.2099

  170

  PDF: 44

• 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

  2095

  PDF: 900

  SUPPLEMENTARY MATERIAL: 113

  HTML: 48
• 

  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

  1212

  PDF: 504

  Appendix: 154

  HTML: 24
• 

  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

  1077

  PDF: 650

  HTML: 16
• 

  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

  4148

  PDF: 1423

  HTML: 4408
• 

  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

  666

  PDF: 510

  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

  912

  PDF: 440

  HTML: 31
• 

  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

  827

  PDF: 511

  HTML: 21
• 

  Effectiveness of alternative management scenarios on the sediment load in a Mediterranean agricultural watershed

  Ossama M. M. Abdelwahab, Ronald L. Bingner, Fabio Milillo, Francesco Gentile

  125-136

  05-11-2014

  https://doi.org/10.4081/jae.2014.430

  3637

  PDF: 1322

  HTML: 1339
• 

  SCS-YOLO11: a robust detection framework for pileus of deer antler mushrooms in greenhouse environments

  Shuzhen Yang, Jiahong Du, Dongjian Zhang, sangsang Li

  15-12-2025

  https://doi.org/10.4081/jae.2025.1930

  410

  PDF: 261

  HTML: 16

• Testing of ultrasonic vibration to speed up the remuage operation in sparkling wine production

  Alessio Tugnolo, Roberto Beghi, Valentina Giovenzana, Alessia Pampuri, Simone Virginio Marai, Andrea Casson, Enrico Ferrari, Riccardo Guidetti

  16-04-2024

  https://doi.org/10.4081/jae.2024.1577

  986

  PDF: 442

  HTML: 79
• 

  Monitoring water-stressed spring tea canopy temperature using UAV-derived indices and clustering models

  Jiaxing Xie, Yazhong Chen, Shuai Zhao, Jiaxin Wang, Liye Chen, Fan Luo, Zihao Chen, Weixian Sha, Peng Gao, Weixing Wang, Hongshan Liu

  23-01-2026

  https://doi.org/10.4081/jae.2025.1749

  522

  PDF: 124

  HTML: 23
• 

  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

  2180

  PDF: 1066

  HTML: 147
• 

  Energy efficiency of a hybrid cable yarding system: A case study in the North-Eastern Italian Alps under real working conditions

  Alberto Cadei, Omar Mologni, Luca Marchi, Francesco Sforza, Dominik Röser, Raffaele Cavalli, Stefano Grigolato

  30-09-2021

  https://doi.org/10.4081/jae.2021.1185

  2181

  PDF: 900

  HTML: 19
• 

  Proposal of an integrated 3D architectural survey method for application in historic agri-food building analysis and representation

  Salvatore Praticò, Raimondo Tripodi, Viviana Tirella, Salvatore Di Fazio, Francesco Barreca, Giuseppe Modica

  04-04-2023

  https://doi.org/10.4081/jae.2023.1521

  2423

  PDF: 859

  HTML: 39
• 

  Acoustic feature analysis of normal and abnormal calls of white-feathered broilers

  Bowen Sun, Xiangchao Kong, Xingkai Peng, Changxi Chen, Wanchao Zhang, Guangyu Zhao, Yongmin Guo, Kaisi Yang

  18-12-2025

  https://doi.org/10.4081/jae.2025.1684

  386

  PDF: 363

  HTML: 14
• 

  Development of a combined harvester navigation control system based on visual simultaneous localization and mapping-inertial guidance fusion

  Fuhao Zhu, Jin Chen, Zhuohuai Guan, Yahui Zhu, Hao Shi, Kai Cheng

  08-05-2024

  https://doi.org/10.4081/jae.2024.1583

  1195

  PDF: 597

  HTML: 28
• 

  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

  1245

  PDF: 441

  HTML: 77
• 

  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

  1805

  PDF: 594

  Appendix: 158

  HTML: 15
• 

  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

  3989

  PDF: 1545

  HTML: 206
• 

  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

  978

  PDF: 405

  HTML: 27
• 

  Automatic solution for detection, identification and biomedical monitoring of a cow using remote sensing for optimised treatment of cattle

  Yevgeny Beiderman, Mark Kunin, Eli Kolberg, Ilan Halachmi, Binyamin Abramov, Rafael Amsalem, Zeev Zalevsky

  153-160

  21-12-2014

  https://doi.org/10.4081/jae.2014.418

  3291

  PDF: 1085

  HTML: 1873