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Maoguo Gong

Maoguo Gong

D-Index & Metrics

Computer Science

D-Index
80
Citations
23893
World Ranking
1089
National Ranking
155

Overview

Maoguo Gong is affiliated with Xidian University in China and has a substantial body of research in the fields of Computer Science and Engineering. Their primary areas of focus include Artificial Intelligence, Computer Vision and Pattern Recognition, and Media Technology, with additional research in Computational Mechanics and Computational Theory and Mathematics.

The scientist has contributed extensively to various topics, with notable coverage in Remote-Sensing Image Classification, Advanced Graph Neural Networks, Metaheuristic Optimization Algorithms Research, Remote Sensing and Land Use, Advanced Multi-Objective Optimization Algorithms, 3D Shape Modeling and Analysis, and Privacy-Preserving Technologies in Data.

Maoguo Gong's recent papers include the following:

  • "Commonality Autoencoder: Learning Common Features for Change Detection From Heterogeneous Images" (2021), IEEE Transactions on Neural Networks and Learning Systems
  • "Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces" (2020), IEEE Transactions on Evolutionary Computation
  • "HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images" (2022), Pattern Recognition
  • "MGAT: Multi-view Graph Attention Networks" (2020), Neural Networks
  • "Ultralightweight Spatial-Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images" (2023), IEEE Transactions on Geoscience and Remote Sensing

Frequent co-authors associated with their research include Yue Wu, Hao Li, A. K. Qin, Mingyang Zhang, and Wenping Ma.

The scientist frequently publishes in the following venues:

  • IEEE Transactions on Geoscience and Remote Sensing
  • arXiv (Cornell University)
  • Knowledge-Based Systems
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Evolutionary Computation

Best Publications

  • Fuzzy C-Means Clustering With Local Information and Kernel Metric for Image Segmentation

    Maoguo Gong;Yan Liang;Jiao Shi;Wenping Ma

  • Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks

    Maoguo Gong;Jiaojiao Zhao;Jia Liu;Qiguang Miao

  • Change Detection in Synthetic Aperture Radar Images based on Image Fusion and Fuzzy Clustering

    Maoguo Gong;Zhiqiang Zhou;Jingjing Ma

  • Multiobjective immune algorithm with nondominated neighbor-based selection

    Maoguo Gong;Licheng Jiao;Haifeng Du;Liefeng Bo

  • A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images

    Jia Liu;Maoguo Gong;Kai Qin;Puzhao Zhang

  • A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables

    Xiaoliang Ma;Fang Liu;Yutao Qi;Xiaodong Wang

  • Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition

    Maoguo Gong;Qing Cai;Xiaowei Chen;Lijia Ma

  • Remote Sensing Image Registration With Modified SIFT and Enhanced Feature Matching

    Wenping Ma;Zelian Wen;Yue Wu;Licheng Jiao

  • A Novel Point-Matching Algorithm Based on Fast Sample Consensus for Image Registration

    Yue Wu;Wenping Ma;Maoguo Gong;Linzhi Su

  • A Novel Coarse-to-Fine Scheme for Automatic Image Registration Based on SIFT and Mutual Information

    Maoguo Gong;Shengmeng Zhao;Licheng Jiao;Dayong Tian

  • Fuzzy Clustering With a Modified MRF Energy Function for Change Detection in Synthetic Aperture Radar Images

    Maoguo Gong;Linzhi Su;Meng Jia;Weisheng Chen

  • Change detection based on deep feature representation and mapping transformation for multi-spatial-resolution remote sensing images

    Puzhao Zhang;Maoguo Gong;Linzhi Su;Jia Liu

  • Spectral Clustering Ensemble Applied to SAR Image Segmentation

    Xiangrong Zhang;Licheng Jiao;Fang Liu;Liefeng Bo

  • Influence maximization in social networks based on discrete particle swarm optimization

    Maoguo Gong;Jianan Yan;Bo Shen;Lijia Ma

  • A Neighborhood-Based Ratio Approach for Change Detection in SAR Images

    Maoguo Gong;Yu Cao;Qiaodi Wu

  • Community detection in networks by using multiobjective evolutionary algorithm with decomposition

    Maoguo Gong;Lijia Ma;Qingfu Zhang;Qingfu Zhang;Licheng Jiao

  • Adaptive Replacement Strategies for MOEA/D

    Zhenkun Wang;Qingfu Zhang;Aimin Zhou;Maoguo Gong

  • Memetic algorithm for community detection in networks.

    Maoguo Gong;Bao Fu;Licheng Jiao;Haifeng Du

  • Globally Stable Adaptive Backstepping Neural Network Control for Uncertain Strict-Feedback Systems With Tracking Accuracy Known a Priori

    Weisheng Chen;Shuzhi Sam Ge;Jian Wu;Maoguo Gong

  • Feature learning and change feature classification based on deep learning for ternary change detection in SAR images

    Maoguo Gong;Hailun Yang;Puzhao Zhang

Frequent Co-Authors

Licheng Jiao
Licheng Jiao Xidian University
Wenping Ma
Wenping Ma Xidian University
A. K. Qin
A. K. Qin Swinburne University of Technology
Ronghua Shang
Ronghua Shang Xidian University
Qiuzhen Lin
Qiuzhen Lin Shenzhen University
Qingfu Zhang
Qingfu Zhang City University of Hong Kong
Jianqiang Li
Jianqiang Li Beijing University of Technology
Kay Chen Tan
Kay Chen Tan Hong Kong Polytechnic University
Xiangrong Zhang
Xiangrong Zhang Xidian University

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