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Chunjiang Zhao

Beijing Forestry University

35 Qinghua E Rd.

WuDaoKou

Beijing, 100085

China

SCHOLARLY PAPERS

14

DOWNLOADS

1,056

TOTAL CITATIONS

5

Scholarly Papers (14)

1.

Veg-Mmkg: Multimodal Knowledge Graph Construction for Vegetables Based On  Pre-Trained Model Extraction

Number of pages: 32 Posted: 02 Jan 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Forestry University
Downloads 252 (303,770)

Abstract:

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Knowledge graph, Multimodal fusion, Image-text pairs, pre-trained model

Maize Crop Row Recognition Algorithm Based on Improved UNet Network

Number of pages: 26 Posted: 08 Mar 2023
Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Nanjing Agricultural University (NAU), Anhui University, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry and Beijing Forestry University
Downloads 88 (761,092)

Abstract:

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Maize crop row detection, Improved UNet network, Improved vertical projection method, Least squares method

Maize Crop Row Recognition Algorithm Based on Improved Unet Network

Number of pages: 24 Posted: 29 Dec 2022
Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Nanjing Agricultural University (NAU), Anhui University, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry and Beijing Forestry University
Downloads 46 (1,131,842)

Abstract:

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Maize crop row detection, Improved UNet network, Improved vertical projection method, Least squares method

3.

Navigation Line Extraction Algorithm for Corn Spraying Robot Based on Improved Yolov8s Network

Number of pages: 28 Posted: 09 May 2023
Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Nanjing Agricultural University (NAU), Anhui University, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Beijing Forestry University and Hangzhou Dianzi University
Downloads 121 (592,433)

Abstract:

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Corn spraying robot, Navigation line extraction, Corn plant core, Improved YOLOv8s network, Least square method

4.

An Ultra-Lightweight Method for Individual Identification of Cow Back Pattern Images in an Open Image Set

Number of pages: 27 Posted: 30 May 2023
Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Forestry University, Heilongjiang Bayi Agricultural University, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences and Beijing Academy of Agriculture and Forestry Sciences
Downloads 88 (765,566)

Abstract:

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Cow-back pattern, Cow recognition, LightCowsNet, Open image set, Deep Learning

5.

Using High-Throughput Phenotyping Platform MVS-Pheno to Decipher the Genetic Architecture of Plant Spatial Geometric 3S Phenotypes for Maize

Number of pages: 43 Posted: 30 Nov 2023
Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences and Beijing Forestry University
Downloads 60 (970,490)
Citation 2

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Maize, Plant architecture, 3D phenotypes, Genome-wide association study

6.

Ssc-Deeplabv3+: A Semantic Segmentation Model to Detect Leaf Damage by the Rice Leafroller with Ultra-Light Uav Images

Number of pages: 31 Posted: 07 Nov 2023
Northwest Agricultural and Forestry University, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences and Beijing Forestry University
Downloads 59 (989,921)

Abstract:

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rice leafroller, semantic segmentation network, ultra-light UAV, disease identification

7.

Spatial-Spectral Attention-Enhanced Res-3d-Octconv for Corn and Weed Identification Utilizing Hyperspectral Imaging and Deep Learning

Number of pages: 29 Posted: 16 Jun 2023
Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Nanjing Agricultural University (NAU), Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Beijing Forestry University and Hangzhou Dianzi University
Downloads 59 (970,490)
Citation 2

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Hyperspectral Image, Improved octave convolution model, Spatial-spectral attention-enhanced model, Corn and weed identification

A Novel Method for Zinc Content Detection in Oilseed Rape Under Gradient Silicon Treatments Using Hyperspectral Imaging and Self-Supervised Learning

Number of pages: 31 Posted: 04 Jul 2025
Jiangsu University, Jiangsu University, Beijing Forestry University, Jiangsu University, Jiangsu University, Jiangsu University and affiliation not provided to SSRN
Downloads 39 (1,281,607)

Abstract:

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Hyperspectral imaging technology, Self-supervised learning, Oilseed rape, Zinc stress, Exogenous silicon

A Novel Method for Zinc Content Detection in Oilseed Rape Under Gradient Silicon Treatments Using Hyperspectral Imaging and Self-Supervised Learning

Number of pages: 34 Posted: 10 Jun 2025
Jiangsu University, Jiangsu University, Beijing Forestry University, Jiangsu University, Jiangsu University, Jiangsu University and affiliation not provided to SSRN
Downloads 17 (1,537,408)

Abstract:

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Hyperspectral imaging technology, Self-supervised learning, Oilseed rape, Zinc stress, Exogenous silicon

9.

Corn Crop Row Identification Algorithm Based on St-Yolov8s Network Under Different Growth Cycles

Number of pages: 30 Posted: 29 Aug 2023
Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Anhui University, Hangzhou Dianzi University, Hainan University, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Zhengzhou University of Light Industry, Nanjing Agricultural University (NAU) and Beijing Forestry University
Downloads 52 (1,041,696)

Abstract:

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Different growth cycle, Complex farmland environment, Crop row identification, ST-YOLOv8s network, Local-global detection method

10.

Detection of Volatile Organic Compounds in Adulterated Tea Using Fourier Transform Infrared Spectroscopy and Proton-Transfer-Reaction Mass Spectrometry

Number of pages: 23 Posted: 09 Mar 2023
Shandong Academy of Agricultural Sciences, affiliation not provided to SSRN, Shandong Academy of Agricultural Sciences, affiliation not provided to SSRN, Southwest University - College of Engineering and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences, Beijing Forestry University and Beijing Academy of Agriculture and Forestry Sciences
Downloads 52 (1,041,696)

Abstract:

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Aroma, Tea, Proton-transfer-reaction mass spectrometry, Fourier transform infrared spectroscopy, Essence

11.

Achieving Optimal Cutting Results for Melon Rootstock: Precision Linear Cutting and Parameter Simulation Optimization

Number of pages: 94 Posted: 20 Apr 2024
Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Shihezi University, Shihezi University, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences and Beijing Forestry University
Downloads 39 (1,196,171)

Abstract:

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Keywords: Grafting robot, Rootstock cutting, EDEM, Cutting model, Response surface test

12.

Recognition of Maize Seedling Under Weed Disturbance Using Deep Learning Algorithms

Number of pages: 44 Posted: 27 Sep 2023
Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Forestry University, affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences and Beijing Academy of Agriculture and Forestry Sciences
Downloads 36 (1,249,711)
Citation 1

Abstract:

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Object detection, Maize seedlings, UAV RGB images, YOLOv5, Attention mechanism

13.

Mixed Characterization of Multi-Element Fertilizer Granular Based on Dynamic Angle of Repose

Number of pages: 39 Posted: 25 Oct 2024
Jiangsu University, Beijing Academy of Agriculture and Forestry Sciences, Jiangsu University, Beijing Academy of Agriculture and Forestry Sciences, affiliation not provided to SSRN, Jiangsu University, Beijing Academy of Agriculture and Forestry Sciences and Beijing Forestry University
Downloads 26 (1,399,036)

Abstract:

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Fertilizer particles, Dynamic angle of repose, Rotating drum, Discrete element method, Material and interaction properties

14.

A Wheat Seedling Counting Method Based on Two-Stage Convolutional Neural Network

Number of pages: 29 Posted: 05 Jul 2025
Hebei Agricultural University, Yanshan University, Hebei Agricultural University, Beijing Forestry University, Hebei Agricultural University, Hebei Agricultural University and affiliation not provided to SSRN
Downloads 22 (1,424,331)

Abstract:

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Two-stage, Deep Learning, Laser labeling, Wheat, Seedling count