Research on Maize Seed Classification and Recognition Based on Machine Vision and Deep Learning

Peng Xu, Qian Tan, Yunpeng Zhang, +3

Agriculture

Image ClassificationPrecision AgricultureMachine VisionMachine LearningImage Analysis +13

Varietal classification of maize seeds using computer vision and machine learning techniques

Peng Xu, Ranbing Yang, Tiwei Zeng, +3

Journal of Food Process Engineering

Precision AgricultureVarietal ClassificationEngineeringBotanyAgricultural Economics +19

Investigation into maize seed disease identification based on deep learning and multi-source spectral information fusion techniques

Peng Xu, Lixia Fu, Kang Xu, +5

Journal of Food Composition and Analysis

Image AnalysisMachine LearningData ScienceEngineeringPattern Recognition +8

Identification of Defective Maize Seeds Using Hyperspectral Imaging Combined with Deep Learning

Peng Xu, Wenbin Sun, Kang Xu, +4

Foods

Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningMultispectral Imaging +15

Vigor identification of maize seeds by using hyperspectral imaging combined with multivariate data analysis

Peng Xu, Yunpeng Zhang, Qian Tan, +4

Infrared Physics & Technology

Plant AnalysisPrecision AgricultureEngineeringBotanyVigor Identification +9

Potato Visual Navigation Line Detection Based on Deep Learning and Feature Midpoint Adaptation

Ranbing Yang, Yuming Zhai, Jian Zhang

Agriculture

Precision AgricultureEngineeringFeature DetectionAgricultural EconomicsPotato Machinery +15

Optimization Design and Experiment of Ear-Picking and Threshing Devices of Corn Plot Kernel Harvester

Ranbing Yang, Dongquan Chen, Xiantao Zha, +2

Agriculture

Optimization DesignEngineeringMechanical EngineeringAgricultural EconomicsResidual Kernels +3

Potato disease detection and prevention using multimodal AI and large language model

Hongfei Zhu, Weiming Shi, Xinyu Guo, +2

Computers and Electronics in Agriculture

Study on control strategy of the vine clamping conveying system in the peanut combine harvester

Mingdong Chen, Xinting Zhai, Huan Zhang, +3

Computers and Electronics in Agriculture

Agricultural EngineeringControl StrategyEngineeringPeanut Combine HarvesterSustainable Agriculture +3

Spectral intelligent detection for aflatoxin B1 via contrastive learning based on Siamese network

Hongfei Zhu, Yifan Zhao, Qingping Gu, +3

Food Chemistry

Siamese NetworkImage AnalysisMachine LearningData ScienceAflatoxin B1 +10