Yanjun Zhu

Shandong Agricultural University — China

Agricultural and Biological Sciences · Life Sciences

14h-index998citations30works15.02yr avg
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Research Topics

Smart Agriculture and AI(14), Spectroscopy and Chemometric Analyses(10), Remote Sensing in Agriculture(5), Domain Adaptation and Few-Shot Learning(4), Multimodal Machine Learning Applications(4)

Publications30 total

FGS-YOLOv8s-seg: A Lightweight and Efficient Instance Segmentation Model for Detecting Tomato Maturity Levels in Greenhouse Environments
Agronomy·2025Open Access
Picking point localization method of table grape picking robot based on you only look once version 8 nano
Engineering Applications of Artificial Intelligence·2025· 14 cited
Detection of table grape berries need to be removed before thinning based on deep learning
Computers and Electronics in Agriculture·2025· 2 cited
Fgs-Yolov8s-Seg: A Lightweight and Efficient Instance Segmentation Model for Detecting Tomato Maturity Levels in Natural Environments
SSRN Electronic Journal·2025Open Access
Real-time detection and counting of wheat ears based on improved YOLOv7
Computers and Electronics in Agriculture·2024· 59 cited
MetaMix: Towards Corruption-Robust Continual Learning with Temporally Self-Adaptive Data Transformation
2023· 7 cited
Identification of table grapes in the natural environment based on an improved Yolov5 and localization of picking points
Precision Agriculture·2023· 28 cited
The Extraction Method of Navigation Line for Cuttage and Film Covering Multi-Functional Machine for Low Tunnels
Inventions·2022· 3 citedOpen Access
Spikelets detection of table grape before thinning based on improved YOLOV5s and Kmeans under the complex environment
Computers and Electronics in Agriculture·2022· 28 cited
Fast Location of Table Grapes Picking Point Based on Infrared Tube
Inventions·2022· 14 citedOpen Access
Failure Prediction Based on LSTM and SVM under SDON Architecture
2021 7th International Conference on Computer and Communications (ICCC)·2021· 1 cited
SonicASL
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies·2021· 41 cited
A review of deep learning used in the hyperspectral image analysis for agriculture
Artificial Intelligence Review·2021· 315 cited
What and How? Jointly Forecasting Human Action and Pose
2021· 2 cited
Cam-Net: Compressed Attentive Multi-Granularity Network For Dynamic Scene Classification
2020
CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks
arXiv (Cornell University)·2020Open Access
Selecting Informative Frames for Action Recognition with Partial Observations
2018· 3 cited
Two-dimensional subspace alignment for convolutional activations adaptation
Pattern Recognition·2017· 16 cited
Towards fine-grained maize tassel flowering status recognition: Dataset, theory and practice
Applied Soft Computing·2017· 20 cited
Toward Good Practices for Fine-Grained Maize Cultivar Identification With Filter-Specific Convolutional Activations
IEEE Transactions on Automation Science and Engineering·2016· 22 cited
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Frequent Co-authors

Zhiguo Cao(9), Hao Lü(9), Yang Xiao(9), Ping Liu(8), Zhiwen Fang(4), Wensheng Du(4), Yanan Li(3), Shuangshuang Li(3), Lipeng Liu(2), Shunshun Sui(2), Xiang Li(2), David Doermann(2), Guohua Jiang(2), Dongfang Song(2), Tianyuan Li(2), Baochang Zhang(2), Chunying Wang(1), Baohua Liu(1), Jialin Hou(1), Xiang Li(1)