World's Best Scientists 2026 revealed!
Shuyuan Yang

Shuyuan Yang

D-Index & Metrics

Computer Science

D-Index
55
Citations
11919
World Ranking
4322
National Ranking
572

Overview

Shuyuan Yang is affiliated with Xidian University in China and has a significant research output in computer science and engineering, with a particular focus on computer vision, pattern recognition, and artificial intelligence. Their work spans across several subfields, including media technology, aerospace engineering, and biomedical engineering.

The scientist has contributed extensively to topics such as remote-sensing image classification, advanced image fusion techniques, image and video retrieval technologies, wireless signal modulation classification, deep neural network applications, and domain adaptation with few-shot learning. These research areas highlight a broad engagement with both fundamental and applied aspects of image processing and machine learning.

Notable recent publications by Shuyuan Yang include:

  • Residual Spectral-Spatial Attention Network for Hyperspectral Image Classification, 2020, IEEE Transactions on Geoscience and Remote Sensing
  • A Transfer Learning Approach for Early Diagnosis of Alzheimer's Disease on MRI Images, 2021, Neuroscience
  • A Deep Siamese Convolution Neural Network for Multi-Class Classification of Alzheimer Disease, 2020, Brain Sciences
  • New Generation Deep Learning for Video Object Detection: A Survey, 2021, IEEE Transactions on Neural Networks and Learning Systems
  • C-CNN: Contourlet Convolutional Neural Networks, 2020, IEEE Transactions on Neural Networks and Learning Systems

They have frequently collaborated with other researchers, including Licheng Jiao, Fang Liu, Lingling Li, Xu Liu, and Zhixi Feng. These partnerships are reflected in extensive coauthored publications and indicate a collaborative approach to advancing research in their fields of study.

Shuyuan Yang's work has been published in several high-impact journals and conferences, with recurring contributions to:

  • IEEE Transactions on Geoscience and Remote Sensing
  • arXiv (Cornell University)
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Circuits and Systems for Video Technology
  • IEEE Access

The scientist's research output includes over three hundred papers in computer science and more than two hundred in engineering, demonstrating a productive academic career. Their interdisciplinary approach spans fields like biomedical engineering, aerospace engineering, and advanced media technology, supporting the development of new methods in automated image analysis and neural network applications.

Best Publications

  • A Survey of Deep Learning-Based Object Detection

    Licheng Jiao;Fan Zhang;Fang Liu;Shuyuan Yang

  • Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification

    Minghao Zhu;Licheng Jiao;Fang Liu;Shuyuan Yang

  • A quantum particle swarm optimization

    Shuyuan Yang;Min Wang;Licheng jiao

  • A Transfer Learning Approach for Early Diagnosis of Alzheimer's Disease on MRI Images.

    Atif Mehmood;Shuyuan Yang;Zhixi Feng;Min Wang

  • Image fusion based on a new contourlet packet

    Shuyuan Yang;Min Wang;Licheng Jiao;Ruixia Wu

  • New Generation Deep Learning for Video Object Detection: A Survey

    Licheng Jiao;Ruohan Zhang;Fang Liu;Shuyuan Yang

  • Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification

    Licheng Jiao;Miaomiao Liang;Huan Chen;Shuyuan Yang

  • Fully automatic multi-organ segmentation for head and neck cancer radiotherapy using shape representation model constrained fully convolutional neural networks.

    Nuo Tong;Nuo Tong;Shuiping Gou;Shuyuan Yang;Dan Ruan

  • Single-Image Super-Resolution Reconstruction via Learned Geometric Dictionaries and Clustered Sparse Coding

    Shuyuan Yang;Min Wang;Yiguang Chen;Yaxin Sun

  • C-CNN: Contourlet Convolutional Neural Networks

    Mengkun Liu;Licheng Jiao;Xu Liu;Lingling Li

  • POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information

    Fang Liu;Licheng Jiao;Biao Hou;Shuyuan Yang

  • Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification

    Wei Zhao;Licheng Jiao;Wenping Ma;Jiaqi Zhao

  • Semi-Supervised Hyperspectral Image Classification Using Spatio-Spectral Laplacian Support Vector Machine

    Lixia Yang;Shuyuan Yang;Penglei Jin;Rui Zhang

  • Fusion of multispectral and panchromatic images based on support value transform and adaptive principal component analysis

    Shuyuan Yang;Min Wang;Licheng Jiao

  • An Efficient Hardware Accelerator for Structured Sparse Convolutional Neural Networks on FPGAs

    Chaoyang Zhu;Kejie Huang;Shuyuan Yang;Ziqi Zhu

  • Multispectral and Hyperspectral Image Fusion Based on Group Spectral Embedding and Low-Rank Factorization

    Kai Zhang;Min Wang;Shuyuan Yang

  • New Hierarchical Saliency Filtering for Fast Ship Detection in High-Resolution SAR Images

    Shigang Wang;Min Wang;Shuyuan Yang;Licheng Jiao

  • Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering

    Yang Meng;Ronghua Shang;Licheng Jiao;Wenya Zhang

  • Fusion of multiparametric SAR images based on SW-nonsubsampled contourlet and PCNN

    Shuyuan Yang;Min Wang;YanXiong Lu;Weidong Qi

  • Transferred Deep Learning-Based Change Detection in Remote Sensing Images

    Meijuan Yang;Licheng Jiao;Fang Liu;Biao Hou

  • Spatial–Spectral-Graph-Regularized Low-Rank Tensor Decomposition for Multispectral and Hyperspectral Image Fusion

    Kai Zhang;Min Wang;Shuyuan Yang;Licheng Jiao

  • Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images

    Fang Liu;Licheng Jiao;Xu Tang;Shuyuan Yang

  • Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear Compressed Sensing

    Shuyuan Yang;Min Wang;Peng Li;Li Jin

Frequent Co-Authors

Licheng Jiao
Licheng Jiao Xidian University
Biao Hou
Biao Hou Xidian University
Wenping Ma
Wenping Ma Xidian University
Ronghua Shang
Ronghua Shang Xidian University
Xiangrong Zhang
Xiangrong Zhang Xidian University
Jungong Han
Jungong Han Aberystwyth University
Yanning Zhang
Yanning Zhang Northwestern Polytechnical University
Maoguo Gong
Maoguo Gong Xidian University
Dacheng Tao
Dacheng Tao Nanyang Technological University
Rong Qu
Rong Qu University of Nottingham

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