Fast extraction of navigation line and crop position based on LiDAR for cabbage crops
Available online 4 April 2025
This paper describes the design, algorithm development, and experimental verification of a precise spray perception system based on LiDAR were presented to address the issue that the navigation line...
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Classifying early apple scab infections in multispectral imagery using convolutional neural networks
March 2025
Multispectral imaging systems combined with deep learning classification models can be cost-effective tools for the early detection of apple scab (Venturia inaequalis) disease in commercial orchards....
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Robotization of banana de-handing under multi-constraint scenarios: Challenges and future directions
March 2025
Banana de-handing is an important part of banana post-harvesting operation. The traditional artificial de-handing model has problems such as labor intensity, inaccurate cutting, uneven cutting surface,...
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Development of automatic wheat seeding quantity control system based on Doppler radar speed measurement
March 2025
With advancements in agricultural technology, the full mechanization of rice straw wheat planting has been achieved. However, issues such as missed seeding, uneven row spacing, and poor uniformity of...
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A bibliometric analysis of research on remote sensing-based monitoring of soil organic matter conducted between 2003 and 2023
March 2025
Soil organic matter (SOM) is a key metric for assessing soil quality and crop yield potential. It plays a vital role in maintaining the ecological balance environment and promoting sustainable farming...
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Normalized difference vegetation index prediction using reservoir computing and pretrained language models
March 2025
In this study, we examined plant health prediction through the Normalized Difference Vegetation Index (NDVI) calculated from satellite image derived reflectance values in the near-infrared and red spectra....
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PAB-Mamba-YOLO: VSSM assists in YOLO for aggressive behavior detection among weaned piglets
March 2025
Aggressive behavior among piglets is considered a harmful social contact. Monitoring weaned piglets with intense aggressive behaviors is paramount for pig breeding management. This study introduced...
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Crop-conditional semantic segmentation for efficient agricultural disease assessment
March 2025
In this study, we introduced an innovative crop-conditional semantic segmentation architecture that seamlessly incorporates contextual metadata (crop information). This is achieved by merging the contextual...
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High-throughput phenotyping techniques for forage: Status, bottleneck, and challenges
March 2025
High-throughput phenotyping (HTP) technology is now a significant bottleneck in the efficient selection and breeding of superior forage genetic resources. To better understand the status of forage phenotyping...
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Knowledge-guided temperature correction method for soluble solids content detection of watermelon based on Vis/NIR spectroscopy
March 2025
Visible/near-infrared (Vis/NIR) spectroscopy technology has been extensively utilized for the determination of soluble solids content (SSC) in fruits. Nonetheless, the spectral distortion resulting...
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Enhancing citrus surface defects detection: A priori feature guided semantic segmentation model
March 2025
The accurate detection of citrus surface defects is of great importance for elevating the product quality and augmenting its market value. However, due to defect diversity and complexity, existing methods...
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Unveiling the drivers contributing to global wheat yield shocks through quantile regression
Available online 22 March 2025
Sudden reductions in crop yield (i.e., yield shocks) severely disrupt the food supply, intensify food insecurity, depress farmers' welfare, and worsen a country's economic conditions. Here, we study...
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A new tool to improve the computation of animal kinetic activity indices in precision poultry farming
Available online 22 March 2025
Precision Livestock Farming (PLF) emerges as a promising solution for revolutionising farming by enabling real-time automated monitoring of animals through smart technologies. PLF provides farmers with...
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Boosting grapevine phenological stages prediction based on climatic data by pseudo-labeling approach
Available online 17 March 2025
Predicting grapevine phenological stages (GPHS) is critical for precisely managing vineyard operations, including plant disease treatments, pruning, and harvest. Solutions commonly used to address viticulture...
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End-to-end deep fusion of hyperspectral imaging and computer vision techniques for rapid detection of wheat seed quality
Available online 13 February 2025
Seeds are essential to the agri-food industry. However, their quality is vulnerable to biotic and abiotic stresses during production and storage, leading to various types of deterioration. Real-time...
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Stereo vision based broccoli recognition and attitude estimation method for field harvesting
Available online 13 February 2025
At present, automatic broccoli harvest in field still faces some issues. It is difficult to segment broccoli in real time under complex field background, and hard to pick tilt-growing broccoli for the...
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AI-driven aquaculture: A review of technological innovations and their sustainable impacts
Available online 6 February 2025
The integration of artificial intelligence (AI) in aquaculture has been identified as a transformative force, enhancing various operational aspects from water quality management to genetic optimization....
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PWM offline variable application based on UAV remote sensing 3D prescription map
Available online 27 January 2025
Precision application in orchards enhancing deposition uniformity and environmental sustainability by accurately matching nozzle output with canopy parameters. This study provides a pipeline for creating...
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Automatic location and recognition of horse freezing brand using rotational YOLOv5 deep learning network
December 2024
Individual livestock identification is of great importance to precision livestock farming. Liquid nitrogen freezing labeled horse brand is an effective way for livestock individual identification. Along...
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A review of external quality inspection for fruit grading using CNN models
December 2024
This article reviews the state of the art of recent CNN models used for external quality inspection of fruits, considering parameters such as color, shape, size, and defects, used to categorize fruits...
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Development of a cutting-edge ensemble pipeline for rapid and accurate diagnosis of plant leaf diseases
December 2024
Selecting techniques is a crucial aspect of disease detection analysis, particularly in the convergence of computer vision and agricultural technology. Maintaining crop disease detection in a timely...
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Estimating TYLCV resistance level using RGBD sensors in production greenhouse conditions
December 2024
Automated phenotyping is the task of automatically measuring plant attributes to help farmers and breeders in developing and growing strong robust plants. An automated tool for early illness detection...
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Detectability of multi-dimensional movement and behaviour in cattle using sensor data and machine learning algorithms: Study on a Charolais bull
December 2024
The development of motion sensors for monitoring cattle behaviour has enabled farmers to predict the state of their cattle's welfare more efficiently. While most studies work with one dimensional output...
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Neural network architecture search enabled wide-deep learning (NAS-WD) for spatially heterogenous property awared chicken woody breast classification and hardness regression
December 2024
Due to intensive genetic selection for rapid growth rates and high broiler yields in recent years, the global poultry industry has faced a challenging problem in the form of woody breast (WB) conditions....
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A salient feature establishment tactic for cassava disease recognition
December 2024
Accurate classification of cassava disease, particularly in field scenarios, relies on object semantic localization to identify and precisely locate specific objects within an image based on their semantic...
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