Dongjian He

Orcid: 0000-0002-8074-7571

  • Northwest A&F University, College of Mechanical and Electronic Engineering, Yangling, China
  • Ministry of Agriculture and Rural Affairs, Key Laboratory of Agricultural Internet of Things, Yangling, China

According to our database1, Dongjian He authored at least 73 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Anchor-free deep convolutional neural network for tracking and counting cotton seedlings and flowers.
Comput. Electron. Agric., December, 2023

Robust Unsupervised Feature Selection via Multi-Group Adaptive Graph Representation.
IEEE Trans. Knowl. Data Eng., March, 2023

Unsupervised Feature Selection via Neural Networks and Self-Expression with Adaptive Graph Constraint.
Pattern Recognit., 2023

Cattle body detection based on YOLOv5-ASFF for precision livestock farming.
Comput. Electron. Agric., 2023

Convex Non-Negative Matrix Factorization With Adaptive Graph for Unsupervised Feature Selection.
IEEE Trans. Cybern., 2022

Fusion of Mask RCNN and attention mechanism for instance segmentation of apples under complex background.
Comput. Electron. Agric., 2022

Towards real-time tracking and counting of seedlings with a one-stage detector and optical flow.
Comput. Electron. Agric., 2022

An intelligent method for dairy goat tracking based on Siamese network.
Comput. Electron. Agric., 2022

C3D-ConvLSTM based cow behaviour classification using video data for precision livestock farming.
Comput. Electron. Agric., 2022

Deep Learning-Based Autonomous Cow Detection for Smart Livestock Farming.
Proceedings of the Green, Pervasive, and Cloud Computing - 17th International Conference, 2022

Multi-Channel Mapping Image Segmentation Method Based on LDA.
Int. J. Pattern Recognit. Artif. Intell., 2021

MEAN-SSD: A novel real-time detector for apple leaf diseases using improved light-weight convolutional neural networks.
Comput. Electron. Agric., 2021

Automatic tracking of the dairy goat in the surveillance video.
Comput. Electron. Agric., 2021

Separate weighing of male and female broiler breeders by electronic platform weigher using camera technologies.
Comput. Electron. Agric., 2021

Identification of Apple Tree Leaf Diseases Based on Deep Learning Models.
Symmetry, 2020

Precision Landing Test and Simulation of the Agricultural UAV on Apron.
Sensors, 2020

Combining an information-maximization-based attention mechanism and illumination invariance theory for the recognition of green apples in natural scenes.
Multim. Tools Appl., 2020

A Novel Chicken Meat Quality Evaluation Method Based on Color Card Localization and Color Correction.
IEEE Access, 2020

Deep Learning Approach for Apple Edge Detection to Remotely Monitor Apple Growth in Orchards.
IEEE Access, 2020

3D Segmentation of Pulmonary Nodules Based on Multi-View and Semi-Supervised.
IEEE Access, 2020

Joint Self-expression with Adaptive Graph for Unsupervised Feature Selection.
Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Kiwifruit Leaf Disease Identification Using Improved Deep Convolutional Neural Networks.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Action snapshot with single pose and viewpoint.
Vis. Comput., 2019

Early Visual Detection of Wheat Stripe Rust Using Visible/Near-Infrared Hyperspectral Imaging.
Sensors, 2019

Combining SUN-based visual attention model and saliency contour detection algorithm for apple image segmentation.
Multim. Tools Appl., 2019

Salient object detection of dairy goats in farm image based on background and foreground priors.
Neurocomputing, 2019

FLYOLOv3 deep learning for key parts of dairy cow body detection.
Comput. Electron. Agric., 2019

Lameness detection of dairy cows based on a double normal background statistical model.
Comput. Electron. Agric., 2019

Detection of cow mounting behavior using region geometry and optical flow characteristics.
Comput. Electron. Agric., 2019

3D Incomplete Point Cloud Surfaces Reconstruction With Segmentation and Feature-Enhancement.
IEEE Access, 2019

Real-Time Detection of Apple Leaf Diseases Using Deep Learning Approach Based on Improved Convolutional Neural Networks.
IEEE Access, 2019

A Spark-Based Parallel Fuzzy $c$ -Means Segmentation Algorithm for Agricultural Image Big Data.
IEEE Access, 2019

Comparative Analysis of Non-Destructive Prediction Model of Soluble Solids Content for Malus micromalus Makino Based on Near-Infrared Spectroscopy.
IEEE Access, 2019

A Parallel Retinex Image Enhancement Algorithm Based on OpenMP.
Proceedings of the Network and Parallel Computing, 2019

Multi-objective Optimization Algorithm Based on Uniform Design and Differential Evolution.
Proceedings of the Artificial Intelligence Algorithms and Applications, 2019

Realistic Modeling of Tree Ramifications from an Optimal Manifold Control Mesh.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Orthogonal Graph Regularized Nonnegative Matrix Factorization for Image Clustering.
Proceedings of the Big Data - 7th CCF Conference, 2019

A self-adaptive segmentation method for a point cloud.
Vis. Comput., 2018

Identification of Apple Leaf Diseases Based on Deep Convolutional Neural Networks.
Symmetry, 2018

Adaptive waveform selection for maneuvering target tracking in cognitive radar.
Digit. Signal Process., 2018

Automatic lameness detection in dairy cattle based on leg swing analysis with an image processing technique.
Comput. Electron. Agric., 2018

Image dehazing based on dark channel prior and brightness enhancement for agricultural remote sensing images from consumer-grade cameras.
Comput. Electron. Agric., 2018

Dairy goat detection based on Faster R-CNN from surveillance video.
Comput. Electron. Agric., 2018

Realistic texture synthesis for point-based fruitage phenotype.
Comput. Biol. Medicine, 2018

Extracting the symmetry axes of partially occluded single apples in natural scene using convex hull theory and shape context algorithm.
Multim. Tools Appl., 2017

Discrete Bioinspired Neural Network for Complete Coverage Path Planning.
Int. J. Robotics Autom., 2017

Efficient tree modeling from airborne LiDAR point clouds.
Comput. Graph., 2017

Wheat leaf lesion color image segmentation with improved multichannel selection based on the Chan-Vese model.
Comput. Electron. Agric., 2017

Pose selection for animated scenes and a case study of bas-relief generation.
Proceedings of the Computer Graphics International Conference, 2017

Motion Capture and Estimation of Dynamic Properties for Realistic Tree Animation.
Proceedings of the Next Generation Computer Animation Techniques, 2017

Recognition and localization of occluded apples using K-means clustering algorithm and convex hull theory: a comparison.
Multim. Tools Appl., 2016

Path Navigation For Indoor Robot With <i>Q</i>-Learning.
Intell. Autom. Soft Comput., 2016

Immature green citrus detection based on colour feature and sum of absolute transformed difference (SATD) using colour images in the citrus grove.
Comput. Electron. Agric., 2016

Bottom-up saliency estimation using sparse representation and structural redundancy reduction.
Multim. Tools Appl., 2015

Leaf classification using multiple feature analysis based on semi-supervised clustering.
J. Intell. Fuzzy Syst., 2015

Decision support of farmland intelligent image processing based on multi-inference trees.
Comput. Electron. Agric., 2015

Accelerating 2D orthogonal matching pursuit algorithm on GPU.
J. Supercomput., 2014

Parallel design for error-resilient entropy coding algorithm on GPU.
J. Parallel Distributed Comput., 2013

Research on Segmentation of Pear Shape from Unorganized Point Clouds.
J. Multim., 2013

Segmentation on Ripe <i>Fuji</i> Apple with Fuzzy 2D Entropy based on 2D histogram and GA Optimization.
Intell. Autom. Soft Comput., 2013

Realistic animation of interactive trees.
Vis. Comput., 2012

An Improved Hybrid Model for Automatic Salient Region Detection.
IEEE Signal Process. Lett., 2012

Abscission Point Extraction for Ripe Tomato Harvesting Robots.
Intell. Autom. Soft Comput., 2012

A novel algorithm for segmenting fruit from unorganized point clouds.
Proceedings of the 10th International Conference on Virtual Reality Continuum and its Applications in Industry, 2011

Comparisons of channel assignment algorithms for wireless mesh networks.
Int. J. Internet Protoc. Technol., 2010

A Multi-Descriptor, Multi-Nearest Neighbor Approach for Image Classification.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

Construct G1 Smooth Surface by Using Triangular Gregory Patches.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

Blind-Road Location and Recognition in Natural Scene.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

A Neural Networks Evolving Method Based on Gene Expression Programming.
Proceedings of the Fourth International Conference on Natural Computation, 2008

A New Bi-cubic Triangular Gregory Patch.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Research on Background Reconstruction Based on Prediction and Filtering.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Facial Expression Synthesis Based on Expressional Feature Space and Expression Decomposition.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Multi-semantic Scene Classification Based on Region of Interest.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008