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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
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  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
• 

  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

  390

  PDF: 266

  HTML: 5
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  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

• 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
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  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
• 

  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
• 

  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
• 

  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

  5482

  PDF: 2346

  Appendix: 151

  HTML: 3759
• 

  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
• 

  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
• 

  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
• 

  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
• 

  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
• 

  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

  3463

  PDF: 1118

  HTML: 4296

• 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

  1348

  PDF: 534
• 

  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
• 

  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
• 

  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

• 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
• 

  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

  332

  PDF: 160

  HTML: 7
• 

  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
• 

  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

• 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

  1095

  PDF: 430

  SUPPLEMENTARY MATERIAL: 31

  HTML: 12
• 

  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

  600

  PDF: 312

  HTML: 20
• 

  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
• 

  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
• 

  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
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  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
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  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
• 

  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

  2217

  PDF: 1141

  HTML: 559

• 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
• 

  The design of a force feedback soft gripper for tomato harvesting

  Asiwan Kultongkham, Supakit Kumnon, Tawan Thintawornkul, Teeranoot Chanthasopeephan

  18-03-2021

  https://doi.org/10.4081/jae.2021.1090

  4612

  PDF: 1897

  HTML: 719
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  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
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  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

  1233

  PDF: 539

  HTML: 134
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  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
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  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

  312

  PDF: 169

  HTML: 16

• 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
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  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
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  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
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  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

  1140

  PDF: 425

  HTML: 17

• RURAL LANDSCAPE MULTIFUNCTIONALITY: A GIS BASED APPROACH FOR ASSESSING AREAS CHARACTERISED BY ECOLOGICAL FUNCTIONS

  Maurizia Sigura

  29-36

  26-06-2012

  https://doi.org/10.4081/jae.2010.4.29

  1507

  PDF: 851
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  Calibration and experiments of discrete element flexible model parameters for kiwifruit stalk

  Zhi He, Xinting Ding, Wei Hao, Kai Li, Weixin Gong, Zixu Li, Yongjie Cui

  02-12-2024

  https://doi.org/10.4081/jae.2024.1640

  421

  PDF: 194

  HTML: 18
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  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

  923

  PDF: 371

  HTML: 8

• 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

  1327

  PDF: 695
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  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

• 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
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  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
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  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
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  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

• 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
• 

  Design and experiment optimize of the vibration harvesting machine of Lycium barbarum L.

  Qingyu Chen, Rui Kang, Naishuo Wei, Yunlei Fan, Zeyu Wang, Yu Chen, Jun Chen

  04-10-2024

  https://doi.org/10.4081/jae.2024.1597

  473

  PDF: 263

  HTML: 8
• 

  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
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  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
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  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
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  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

  1218

  PDF: 350

  Appendix: 66

  HTML: 5
• 

  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

  1542

  PDF: 736

  HTML: 22
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  Suburban waterfront with ecological and recreational function: planning based on network analysis

  Natalia Fumagalli, Claudia Colombo, Paolo Stefano Ferrario, Giulio Senes, Alessandro Toccolini

  141-152

  28-02-2014

  https://doi.org/10.4081/jae.2013.183

  3859

  PDF: 990

  HTML: 1218
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  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
• 

  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
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  Productivity analysis and costs of wheel cable skidder during salvage logging in European beech stand

  Stanimir Stoilov, Salvatore F. Papandrea, Georgi Angelov, Delyan Oslekov, Giuseppe Zimbalatti, Andrea R. Proto

  01-08-2023

  https://doi.org/10.4081/jae.2023.1419

  940

  PDF: 407

  HTML: 93
• 

  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

  1607

  PDF: 655

  HTML: 7
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  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
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  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
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  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

  2908

  PDF: 1083

  HTML: 560
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  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

  364

  PDF: 227

  HTML: 5

• 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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  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