Yang‐Jun Deng - Publications, H-index & Citations

Yield prediction method for regenerated rice based on hyperspectral image and attention mechanisms

IF3.4

2025-03-07

OAAI

Long, Chen-Feng; Yang, Yu-Juan; Liu, Hong-Mei; Su, Feng; Deng, Yang-Jun

SMART AGRICULTURAL TECHNOLOGY

IF5.7

2025-03-01

OAAI

Hu, Tian; Liu, Zhihua; Hu, Rong; Zeng, Lu; Deng, Kaiwen; Dong, Huanglin; Li, Ming; Deng, Yang-Jun

High-Throughput 3D Rice Chalkiness Detection Based on Micro-CT and VSE-UNet

Deep learning and hyperspectral features for seedling stage identification of barnyard grass in paddy field 深度学习和高光谱特征在稻田稗草苗期识别中的应用

IF3.4

2025-02-12

OAAI

Cai, Zhiqi; Deng, Yangjun; Zhu, Xinghui; Li, Bo; Xu, Chenglin; Li, Donghui

FRONTIERS IN PLANT SCIENCE

IF4.8

2025-02-07

OAAI

Tan, Siqiao; Xie, Qiang; Zhu, Wenshuai; Deng, Yangjun; Zhu, Lei; Yu, Xiaoqiao; Yuan, Zheming; Chen, Yuan

Superpixel-Based Autoencoder-Like Nonnegative Tensor Factorization for Hyperspectral Unmixing 基于超像素的自动编码器型非负张量分解的高光谱解混

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2025-01-01

PREAI

Xin-Ru Feng; Heng-Chao Li; Yang-Jun Deng; Wei-Ye Wang; Shaohui Mei; Qian Du

Spatial–Spectral Hypergraph Dynamic Gating MLP Network for Hyperspectral Image Classification 空间-光谱超图动态门控MLP网络用于高光谱图像分类

Pest Detection Based on Lightweight Locality-Aware Faster R-CNN

IF4.4

2025-01-01

PREAI

Yang-Jun Deng; Yanglan Li; Longfei Ren; Si-Qiao Tan; Qian Du

Leveraging Hyperspectral Images for Accurate Insect Classification with a Novel Two-Branch Self-Correlation Approach

IF3.4

2024-10-07

OAAI

Li, Kai-Run; Duan, Li-Jun; Deng, Yang-Jun; Liu, Jin-Ling; Long, Chen-Feng; Zhu, Xing-Hui

Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images

IF3.4

2024-04-20

OAAI

Tan, Siqiao; Hu, Shuzhen; He, Shaofang; Zhu, Lei; Qian, Yanlin; Deng, Yangjun

Locality Preserved Selective Projection Learning for Rice Variety Identification Based on Leaf Hyperspectral Characteristics 基于叶片高光谱特征的局部保留选择性投影学习在水稻品种识别中的应用

IF8.6

2024-01-01

PREAI

Deng, Yang-Jun; Yang, Meng-Long; Li, Heng-Chao; Long, Chen-Feng; Fang, Kui; Du, Qian

t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images 基于t线性张量子空间学习的高光谱图像鲁棒特征提取

IF3.4

2023-09-17

OAAI

Long, Chen-Feng; Wen, Zhi-Dong; Deng, Yang-Jun; Hu, Tian; Liu, Jin-Ling; Zhu, Xing-Hui

Spatial-Spectral Constrained Adaptive Graph for Hyperspectral Image Clustering

IF8.6

2023-01-01

PREAI

Deng, Yang-Jun; Li, Heng-Chao; Tan, Si-Qiao; Hou, Junhui; Du, Qian; Plaza, Antonio

SENSORS

IF3.5

2022-08-07

OAAI

Zhu, Xing-Hui; Zhou, Yi; Yang, Meng-Long; Deng, Yang-Jun

Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction 基于低秩稀疏分解的无监督鲁棒投影学习高光谱特征提取

Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification

IF4.4

2022-01-01

PREAI

Song, Xin; Li, Heng-Chao; Pan, Lei; Deng, Yang-Jun; Zhang, Pu; You, Li; Du, Qian

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2021-04-01

PREAI

Hu, Wen-Shuai; Li, Heng-Chao; Deng, Yang-Jun; Sun, Xian; Du, Qian; Plaza, Antonio

Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification

Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images 基于分块张量的多图嵌入框架的高光谱图像降维

IF4.4

2021-03-01

PREAI

Wang, Wei-Ye; Li, Heng-Chao; Deng, Yang-Jun; Shao, Li-Yang; Lu, Xiao-Qiang; Du, Qian

Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction 张量低秩判别嵌入高光谱图像降维

IF8.6

2020-03-01

PREAI

Deng, Yang-Jun; Li, Heng-Chao; Song, Xin; Sun, Yong-Jinn; Zhang, Xiang-Rong; Du, Qian

Nuclear norm-based matrix regression preserving embedding for face recognition

IF8.6

2018-12-01

PREAI

Deng, Yang-Jun; Li, Heng-Chao; Fu, Kun; Du, Qian; Emery, William J.

NEUROCOMPUTING

IF6.5

2018-10-01

PREAI

Deng, Yang-Jun; Li, Heng-Chao; Wang, Qi; Du, Qian

Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images 基于改进张量局部保持投影的高光谱图像降维