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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

4671

Downloads: 1736

HTML: 273
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

976

Downloads: 459

HTML: 45
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

1244

Downloads: 556

HTML: 42
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

2309

Downloads: 1098

HTML: 32
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

1382

Downloads: 1071

HTML: 127
Design and experiment of brush-roller ginkgo leaf picker for the dwarf dense planting mode

Shanwen Zhang, Yongyuan Sun, Su Lu, Li Wang, Sian Liu, Zhongliu Wang, Min Dai, Jicheng Gao, Hong Miao

25-10-2023

https://doi.org/10.4081/jae.2023.1541

2053

Downloads: 831

HTML: 98
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

1380

Downloads: 632

HTML: 39
Hyperspectral prediction of pigment content in tomato leaves based on logistic-optimized sparrow search algorithm and back propagation neural network

Jiangui Zhao, Tingyu Zhu, Zhichao Qiu, Tao Li, Guoliang Wang, Zhiwei Li, Huiling Du

20-06-2023

https://doi.org/10.4081/jae.2023.1528

1663

Downloads: 1373

HTML: 36
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

8802

Downloads: 3116

HTML: 876
Comparing actual transpiration fluxes as measured at leaf-scale and calculated by a physically based agro-hydrological model

Ameneh Sobhani, Shawkat B.M. Hassan, Giovanna Dragonetti, Raffaella Balestrini, Mauro Centritto, Antonio Coppola, Alessandro Comegna

20-06-2023

https://doi.org/10.4081/jae.2023.1527

1853

Downloads: 896

HTML: 36
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

2695

Downloads: 1213

HTML: 39
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

1236

Downloads: 740

HTML: 139
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

2105

Downloads: 1261

HTML: 45
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

977

Downloads: 664

HTML: 57
Development of a transplanter-based transplanter for vegetable seedlings cultured in a cuttable nursery mat

So Ishizaki, Hironori Hirai, Takayasu Sakagaito, Tomohiro Takeyama, Naoyuki Oido, Tokuo Tamura, Mikio Mizutani, Yoshiki Watanabe, Mikio Umeda

26-03-2024

https://doi.org/10.4081/jae.2024.1571

1733

Downloads: 1454

HTML: 289
Effect of glazing configuration as an energy-saving strategy in naturally ventilated greenhouses for strawberry (Seolhyang sp.) cultivation

Timothy Denen Akpenpuun, Wook Ho Na, Qazeem Opeyemi Ogunlowo, Anis Rabiu, Misbaudeen Aderemi Adesanya, Kwame Sasu Addae, Hyeon Tae Kim, Hyun-Woo Lee

10-05-2021

https://doi.org/10.4081/jae.2021.1177

1945

Downloads: 998

HTML: 62
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

2338

Downloads: 1130

HTML: 79
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

7110

Downloads: 4184

HTML: 4470
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

3407

Downloads: 957

HTML: 98
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

1004

Downloads: 552

HTML: 53
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

1523

Downloads: 665

HTML: 76
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

1677

Downloads: 835

HTML: 91
Smart precision agriculture using deep neural networks and multi-objective optimization for sensor deployment and yield estimation

Hamdan Alshehri, Haitham Assiri

23-01-2026

https://doi.org/10.4081/jae.2025.1769

1418

Downloads: 908

HTML: 70
Coupling effect of water and nitrogen on olive (Olea europaea L.) using NSGA-Ⅱ algorithm in hilly areas of Southwest China

Huanping Liu, Caixia Zheng, Zhiliang Zhang, Zakaria Issaka, Yingjun She, Xiaopei Tang, Xi Chen, Min Yan, Wenjun Yu, Xiaohu Yuan

08-04-2026

https://doi.org/10.4081/jae.2026.1803

484

Downloads: 156

HTML: 10
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

1490

Downloads: 912

HTML: 168
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

1540

Downloads: 495

HTML: 66
Solar radiation distribution inside a monospan greenhouse with the roof entirely covered by photovoltaic panels

Sergio Castellano, Pietro Santamaria, Francesco Serio

1-6

08-03-2016

https://doi.org/10.4081/jae.2016.485

4019

Downloads: 2113

HTML: 1929
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

1779

Downloads: 842

HTML: 41
Comparative study of coating agents for prevention of fine-dust-induced light transmittance reduction in greenhouse covering materials

Ye-jin Seo, Eunmi Hong, Jong-hyuk Lee, Young-joon Jeong, Byung-hun Seo, Soojin Jun, Seung-Jae Lee, Won Choi

29-06-2022

https://doi.org/10.4081/jae.2022.1334

2187

Downloads: 1022

HTML: 139
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

748

Downloads: 848

HTML: 70
Estimating indoor heat stress in broiler and swine facilities using high-resolution Geo-KOMPSAT-2A satellite data

Rial Arifin Rajagukguk, Jinseon Park, Heejou Kim, Chae-rin Lee, Ji-yeon Park, Se-yeon Lee, Taehwan Ha, Se-woon Hong

07-07-2026

https://doi.org/10.4081/jae.2026.2096

1141

Downloads: 267

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