Search
Search Results
93 results for “Neural network”
-
Fuzzy neural network PID control design of camellia fruit vibration picking manipulator
DOI https://doi.org/10.4081/jae.2023.1466
- 2,193 abstract views
- 748 PDF
- 246 Appendix
- 27 HTML
-
Grape detection in natural environment based on improved YOLOv8 network
DOI https://doi.org/10.4081/jae.2024.1594
- 1,190 abstract views
- 730 PDF
- 69 HTML
-
Double-branch deep convolutional neural network-based rice leaf diseases recognition and classification
DOI https://doi.org/10.4081/jae.2023.1544
- 2,379 abstract views
- 968 PDF
- 169 APPENDIX
- 34 HTML
-
Fine-grained recognition algorithm of crop pests based on cross-layer bilinear aggregation and multi-task learning
DOI https://doi.org/10.4081/jae.2024.1606
- 1,129 abstract views
- 502 PDF
- 38 HTML
-
Lychee cultivar fine-grained image classification method based on improved ResNet-34 residual network
DOI https://doi.org/10.4081/jae.2024.1593
- 1,570 abstract views
- 684 PDF
- 77 HTML
-
Tomato detection in natural environment based on improved YOLOv8 network
DOI https://doi.org/10.4081/jae.2025.1732
- 1,416 abstract views
- 1,100 PDF
- 146 HTML
-
Comparison of two different artificial neural network models for prediction of soil penetration resistance
DOI https://doi.org/10.4081/jae.2024.1550
- 1,656 abstract views
- 763 PDF
- 68 HTML
-
Multi-class segmentation of navel orange surface defects based on improved DeepLabv3+
DOI https://doi.org/10.4081/jae.2024.1564
- 1,742 abstract views
- 864 PDF
- 97 HTML
-
AC-YOLO: citrus detection in the natural environment of orchards
DOI https://doi.org/10.4081/jae.2024.1654
- 1,556 abstract views
- 660 PDF
- 61 HTML
-
Agricultural machinery photoelectric automatic navigation control system based on back propagation neural network
DOI https://doi.org/10.4081/jae.2023.1530
- 1,656 abstract views
- 949 PDF
- 73 HTML
-
Pitaya detection using an improved lightweight Faster R-CNN based on MobileNetV3 in densely planted pitaya orchards
DOI https://doi.org/10.4081/jae.2025.1886
- 779 abstract views
- 507 PDF
- 66 HTML
-
Leveraging deep semantic segmentation for assisted weed detection
DOI https://doi.org/10.4081/jae.2025.1741
- 1,740 abstract views
- 642 PDF
- 116 HTML
-
A review of deep learning based agricultural remote sensing image segmentation
DOI https://doi.org/10.4081/jae.2025.1954
- 3,522 abstract views
- 1,064 PDF
- 105 HTML
-
Lightweight sandy vegetation object detection algorithm based on attention mechanism
DOI https://doi.org/10.4081/jae.2022.1471
- 1,899 abstract views
- 593 PDF
- 46 HTML
-
Static laser weeding system based on improved YOLOv8 and image fusion
DOI https://doi.org/10.4081/jae.2024.1598
- 3,331 abstract views
- 1,430 PDF
- 260 HTML
-
Tomato leaf diseases recognition based on deep convolutional neural networks
DOI https://doi.org/10.4081/jae.2022.1432
- 4,746 abstract views
- 1,766 PDF
- 278 HTML
-
Fast identification of tomatoes in natural environments by improved YOLOv5s
DOI https://doi.org/10.4081/jae.2024.1588
- 1,013 abstract views
- 484 PDF
- 48 HTML
-
Dynamic neural network modeling of thermal environments of two adjacent single-span greenhouses with different thermal curtain positions
DOI https://doi.org/10.4081/jae.2024.1563
- 3,505 abstract views
- 737 PDF
- 201 SUPPLEMENTARY MATERIAL
- 74 HTML
-
Apple recognition and picking sequence planning for harvesting robot in a complex environment
DOI https://doi.org/10.4081/jae.2024.1549
- 2,845 abstract views
- 1,565 PDF
- 156 SUPPLEMENTARY MATERIAL
- 78 HTML
-
YOLO deep learning algorithm for object detection in agriculture: a review
DOI https://doi.org/10.4081/jae.2024.1641
- 9,005 abstract views
- 3,199 PDF
- 892 HTML
-
GPPK4PCM: pest classification model integrating growth period prior knowledge
DOI https://doi.org/10.4081/jae.2025.1814
- 672 abstract views
- 383 PDF
- 19 HTML
-
E-nose: a low-cost fruit ripeness monitoring system
DOI https://doi.org/10.4081/jae.2022.1389
- 6,239 abstract views
- 2,323 PDF
- 2,015 HTML
-
IBAC-Net: integrative brightness adaptive plant leaf disease classification
DOI https://doi.org/10.4081/jae.2025.1772
- 999 abstract views
- 696 PDF
- 59 HTML
-
Smart precision agriculture using deep neural networks and multi-objective optimization for sensor deployment and yield estimation
DOI https://doi.org/10.4081/jae.2025.1769
- 1,456 abstract views
- 952 PDF
- 72 HTML
-
Automated system for the detection of risk in agricultural sugarcane harvesting using digital image processing and deep learning
DOI https://doi.org/10.4081/jae.2024.1581
- 1,328 abstract views
- 840 PDF
- 43 HTML
-
Detection method of potato leaf disease based on YOLOv5s
DOI https://doi.org/10.4081/jae.2024.1587
- 1,286 abstract views
- 765 PDF
- 143 HTML
-
Use of machine learning tools to estimate drying rate of apple and apricot wood discs
DOI https://doi.org/10.4081/jae.2025.1712
- 774 abstract views
- 877 PDF
- 71 HTML
-
Soil depth modelling using terrain analysis and satellite imagery: the case study of Qeshlaq mountainous watershed (Kurdistan, Iran)
DOI https://doi.org/10.4081/jae.2017.595
- 2,759 abstract views
- 1,178 PDF
- 1,228 HTML
-
SCS-YOLO11: a robust detection framework for pileus of deer antler mushrooms in greenhouse environments
DOI https://doi.org/10.4081/jae.2025.1930
- 717 abstract views
- 500 PDF
- 47 HTML
-
Recent advances in pest and disease recognition: a comprehensive review
DOI https://doi.org/10.4081/jae.2025.1776
- 2,158 abstract views
- 1,324 PDF
- 47 HTML
-
A study comparing energy consumption and environmental emissions in ostrich meat and egg production
DOI https://doi.org/10.4081/jae.2025.1718
- 1,469 abstract views
- 582 PDF
- 40 HTML
-
Analysis of irrigation system performance based on an integrated approach with Sentinel-2 satellite images
DOI https://doi.org/10.4081/jae.2021.1170
- 3,973 abstract views
- 1,393 PDF
- 290 HTML
-
Review on electromagnetic soil sensing technologies: devices, statistical models, and future perspective
DOI https://doi.org/10.4081/jae.2025.1817
- 1,861 abstract views
- 835 PDF
- 299 HTML
-
An intelligent system for detecting Mediterranean fruit fly [Medfly; Ceratitis capitata (Wiedemann)]
DOI https://doi.org/10.4081/jae.2022.1381
- 3,671 abstract views
- 1,218 PDF
- 516 HTML
-
Forecasting the vapor pressure deficit in vertical farming facilities aiming to provide optimal indoor conditions
DOI https://doi.org/10.4081/jae.2025.1793
- 1,348 abstract views
- 610 PDF
- 34 HTML
-
Cassava stalk detection for a cassava harvesting robot based on YOLO v4 and Mask R-CNN
DOI https://doi.org/10.4081/jae.2023.1301
- 2,565 abstract views
- 1,053 PDF
- 166 HTML
-
Monitoring water-stressed spring tea canopy temperature using UAV-derived indices and clustering models
DOI https://doi.org/10.4081/jae.2025.1749
- 927 abstract views
- 797 PDF
- 72 HTML
-
Intelligent monitoring system for plastic film and drip tape laying quality in film mulching planters based on multi-sensor fusion
DOI https://doi.org/10.4081/jae.2026.2099
- 1,284 abstract views
- 303 PDF
- 27 HTML
-
Residual attention based multi-label learning for apple leaf disease identification
DOI https://doi.org/10.4081/jae.2024.1595
- 1,314 abstract views
- 588 PDF
- 45 HTML
-
Distinguishing tea stalks of Wuyuan green tea using hyperspectral imaging analysis and convolutional neural network
DOI https://doi.org/10.4081/jae.2024.1560
- 1,454 abstract views
- 744 PDF
- 73 HTML
-
Monitoring mini-tomatoes growth: A non-destructive machine vision-based alternative
DOI https://doi.org/10.4081/jae.2022.1366
- 2,390 abstract views
- 1,166 PDF
- 81 HTML
-
Potato powdery scab segmentation using improved GrabCut algorithm
DOI https://doi.org/10.4081/jae.2024.1585
- 1,044 abstract views
- 568 PDF
- 54 HTML
-
Measurement of food colour in L*a*b* units from RGB digital image using least squares support vector machine regression
DOI https://doi.org/10.4081/jae.2015.482
- 4,521 abstract views
- 1,582 PDF
- 4,449 HTML
-
Automatic sheep counting method and experimental study based on mask R-CNN
DOI https://doi.org/10.4081/jae.2025.1614
- 1,579 abstract views
- 511 PDF
- 82 HTML
-
Proximal optical sensing for vineyard control and management: a review
DOI https://doi.org/10.4081/jae.2025.1642
- 1,398 abstract views
- 714 PDF
- 34 HTML
-
Real-time banana harvest readiness prediction using mobile SE-enhanced YOLO classification
DOI https://doi.org/10.4081/jae.2026.2003
- 1,385 abstract views
- 643 PDF
- 102 Supplementary
- 182 HTML
-
Zanthoxylum infructescence detection based on adaptive density clustering
DOI https://doi.org/10.4081/jae.2024.1568
- 2,408 abstract views
- 512 PDF
- 146 SUPPLEMENTARY MATERIAL
- 26 HTML
-
Sheep pose estimation via image analysis and body measurements derived from key points
DOI https://doi.org/10.4081/jae.2025.1719
- 2,056 abstract views
- 786 PDF
- 151 HTML
-
Comparative analysis of 2D and 3D vineyard yield prediction system using artificial intelligence
DOI https://doi.org/10.4081/jae.2023.1545
- 1,821 abstract views
- 870 PDF
- 47 HTML
-
Application of MOS gas sensors for detecting mechanical damage of tea plants
DOI https://doi.org/10.4081/jae.2024.1647
- 1,606 abstract views
- 524 PDF
- 69 HTML
-
Hyperspectral imaging to measure apricot attributes during storage
DOI https://doi.org/10.4081/jae.2022.1311
- 2,059 abstract views
- 899 PDF
- 85 HTML
-
Statistical assessment of vegetation dynamics within protected areas using remote sensing data
DOI https://doi.org/10.4081/jae.2013.e5
- 3,536 abstract views
- 1,103 PDF
- 852 HTML
-
Acoustic feature analysis of normal and abnormal calls of white-feathered broilers
DOI https://doi.org/10.4081/jae.2025.1684
- 911 abstract views
- 744 PDF
- 67 HTML
-
Screening of grated cheese authenticity by nir spectroscopy
DOI https://doi.org/10.4081/jae.2013.295
- 1,755 abstract views
- 1,029 PDF
-
Classifications of runoff and sediment data to improve the rating curve method
DOI https://doi.org/10.4081/jae.2017.641
- 2,346 abstract views
- 1,058 PDF
- 291 HTML
-
Parametric evaluation of segmentation techniques for paddy diseases analysis
DOI https://doi.org/10.4081/jae.2023.1532
- 1,597 abstract views
- 618 PDF
- 57 HTML
-
Aeroponic systems design: considerations and challenges
DOI https://doi.org/10.4081/jae.2022.1387
- 9,460 abstract views
- 4,164 PDF
- 298 Appendix
- 6,032 HTML
-
Satellite remote sensing for monitoring citrus orchards water requirements at the irrigation district scale
DOI https://doi.org/10.4081/jae.2024.1623
- 1,756 abstract views
- 854 PDF
- 189 HTML
-
FRESHNESS GRADING OF SHELL EGGS USING A DIELECTRIC TECHNIQUE AND ARTIFICIAL NEURAL NETWORK METHOD
DOI https://doi.org/10.4081/jae.2008.3.49
- 1,967 abstract views
- 965 PDF
-
Real-time assessment of plant photosynthetic pigment contents with an artificial intelligence approach in a mobile application
DOI https://doi.org/10.4081/jae.2020.1082
- 3,418 abstract views
- 1,249 PDF
- 330 HTML
-
Real-time straw moisture content detection system for mobile straw granulator
DOI https://doi.org/10.4081/jae.2024.1570
- 3,011 abstract views
- 830 PDF
- 104 HTML
-
Assessment of drought stress in arid olive groves using HidroMORE model
DOI https://doi.org/10.4081/jae.2022.1264
- 2,851 abstract views
- 1,413 PDF
- 143 HTML
-
Identification of drought-salinity combined stress in tomato plants by vegetation indices
DOI https://doi.org/10.4081/jae.2024.1599
- 1,438 abstract views
- 662 PDF
- 40 HTML
-
NEURAL NETWORKS FOR THE SIMULATION OF MICROCLIMATIC PARAMETERS IN DAIRY HOUSES
DOI https://doi.org/10.4081/jae.2009.2.45
- 1,521 abstract views
- 674 PDF
-
AI-powered autonomous spraying robot for precision orchard applications
DOI https://doi.org/10.4081/jae.2025.1766
- 3,606 abstract views
- 1,111 PDF
- 323 HTML
-
Investigating the impact of integrating land consolidation with agricultural mechanization on the technical, energy, and environmental dimensions of paddy production
DOI https://doi.org/10.4081/jae.2025.1721
- 1,938 abstract views
- 835 PDF
- 139 Supplementary
- 78 HTML
-
Thermo-fluid-dynamic modelling of a cold store for cheese maturation
DOI https://doi.org/10.4081/jae.2012.e26
- 3,817 abstract views
- 1,083 PDF
- 446 HTML
-
Estimating rice yield under different wheat residue coverage levels using multispectral Gaofen satellite data and remote sensing indices
DOI https://doi.org/10.4081/jae.2025.1698
- 2,340 abstract views
- 590 PDF
- 159 Supplementary
- 42 HTML
-
Probabilistic risk management for agricultural facilities under heavy snowfall: a Markov chain approach considering wet and dry snow conditions
DOI https://doi.org/10.4081/jae.2026.1937
- 814 abstract views
- 449 PDF
- 106 Supplementary
- 54 HTML
-
A MODELLING APPROACH TO EXTRA VIRGIN OLIVE OIL EXTRACTION
DOI https://doi.org/10.4081/jae.2007.4.11
- 2,027 abstract views
- 1,835 PDF
-
Fatigue life evaluation and research trend in agricultural machinery: a review
DOI https://doi.org/10.4081/jae.2026.1928
- 892 abstract views
- 258 PDF
- 42 HTML
-
Artificial intelligence to boost traceability systems for fraud prevention in the meat industry
DOI https://doi.org/10.4081/jae.2022.1328
- 3,107 abstract views
- 1,560 PDF
-
Design and experiment of seed posture detection and adjustment device for garlic
DOI https://doi.org/10.4081/jae.2026.1767
- 657 abstract views
- 356 PDF
- 16 HTML
-
Kinetic analysis and parameter optimization of cone frustum-steel roll baling mechanism for round balers
DOI https://doi.org/10.4081/jae.2026.2036
- 365 abstract views
- 299 PDF
- 100 Supplementary
- 0 HTML
-
Development and test of a spring-finger roller-type hot pepper picking header
DOI https://doi.org/10.4081/jae.2024.1562
- 1,722 abstract views
- 890 PDF
- 28 HTML
-
An efficient headland-turning navigation system for a safflower picking robot
DOI https://doi.org/10.4081/jae.2023.1539
- 2,376 abstract views
- 1,110 PDF
- 110 HTML
-
Hydraulic performance assessment on dynamic fluidic and complete fluidic sprinklers under indoor and outdoor conditions
DOI https://doi.org/10.4081/jae.2024.1580
- 1,037 abstract views
- 567 PDF
- 36 HTML
-
Effect of envelope characteristics on the accuracy of discretised greenhouse model in TRNSYS
DOI https://doi.org/10.4081/jae.2022.1420
- 2,370 abstract views
- 505 Appendix
- 839 PDF
- 165 HTML
-
Prediction model of PTO shaft fatigue damage considering sandy loam and loam in rotary-tillage operation
DOI https://doi.org/10.4081/jae.2025.1610
- 1,788 abstract views
- 922 PDF
- 62 HTML
-
Theoretical analysis and experiment of seed-picking mechanism of belt high-speed seed-guiding device for corn
DOI https://doi.org/10.4081/jae.2023.1543
- 1,723 abstract views
- 724 PDF
- 75 HTML
-
Design and experiment of Internet-of-Things cooling system in glass greenhouse based on computational fluid dynamics simulation
DOI https://doi.org/10.4081/jae.2023.1384
- 3,186 abstract views
- 1,605 PDF
- 68 HTML