World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
48
Citations
17255
World Ranking
6020
National Ranking
796

Research.com Recognitions

  • 2010 - IAPR P. Zamperoni Award Triangle-Constraint for Finding More Good Features

Overview

Xiaojie Guo is affiliated with Tianjin University in China and primarily works within the fields of Computer Science and Engineering. Their research has a strong focus on Computer Vision and Pattern Recognition, with extensive contributions to related subfields such as Media Technology, Biomedical Engineering, Artificial Intelligence, and Electrical and Electronic Engineering.

The scientist's research encompasses a range of advanced topics in image processing and vision technology. Key areas include:

  • Image Enhancement Techniques
  • Advanced Image Processing Techniques
  • Advanced Image Fusion Techniques
  • Advanced Vision and Imaging
  • Face Recognition and Analysis
  • Generative Adversarial Networks and Image Synthesis
  • Advanced Neural Network Applications

Recent notable publications by Xiaojie Guo include:

  • "Beyond Brightening Low-light Images," 2021, published in International Journal of Computer Vision
  • "Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity," 2020, published in Proceedings of the AAAI Conference on Artificial Intelligence
  • "FusionDN: A Unified Densely Connected Network for Image Fusion," 2020, published in Proceedings of the AAAI Conference on Artificial Intelligence
  • "A review of multimodal image matching: Methods and applications," 2021, published in Information Fusion
  • "Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion," 2020, published in Information Fusion

The scientist has frequently co-authored work with several researchers, including Jiayi Ma, Mingjia Li, Jiawan Zhang, Yang Yang, and Yuanbin Fu. These collaborations reflect ongoing partnerships within the field that contribute to the development of image fusion and enhancement methods.

Xiaojie Guo's work is well represented in several publication venues. Of particular note are:

  • arXiv (Cornell University)
  • Information Fusion
  • 2022 IEEE International Conference on Multimedia and Expo (ICME)
  • International Journal of Computer Vision
  • IEEE/CAA Journal of Automatica Sinica

In terms of recognition, Xiaojie Guo received the IAPR P. Zamperoni Award in 2010 for work on "Triangle-Constraint for Finding More Good Features." This award highlights involvement in feature detection methods relevant to computer vision applications.

Best Publications

  • LIME: Low-Light Image Enhancement via Illumination Map Estimation

    Xiaojie Guo;Yu Li;Haibin Ling

  • U2Fusion: A Unified Unsupervised Image Fusion Network.

    Han Xu;Jiayi Ma;Junjun Jiang;Xiaojie Guo

  • Kindling the Darkness: A Practical Low-light Image Enhancer

    Yonghua Zhang;Jiawan Zhang;Xiaojie Guo

  • Rain Streak Removal Using Layer Priors

    Yu Li;Robby T. Tan;Xiaojie Guo;Jiangbo Lu

  • Beyond Brightening Low-light Images

    Yonghua Zhang;Xiaojie Guo;Jiayi Ma;Wei Liu

  • Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis

    Xiaojie Guo;Liang Chen;Changqing Shen

  • Locality Preserving Matching

    Jiayi Ma;Ji Zhao;Junjun Jiang;Huabing Zhou

  • Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity

    Hao Zhang;Han Xu;Yang Xiao;Xiaojie Guo

  • FusionDN: A Unified Densely Connected Network for Image Fusion.

    Han Xu;Jiayi Ma;Zhuliang Le;Junjun Jiang

  • A review of multimodal image matching: Methods and applications

    Xingyu Jiang;Jiayi Ma;Guobao Xiao;Zhenfeng Shao

  • Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion

    Jiayi Ma;Wei Yu;Chen Chen;Pengwei Liang

  • Infrared and visible image fusion via detail preserving adversarial learning

    Jiayi Ma;Pengwei Liang;Wei Yu;Chen Chen

  • High Capacity Reversible Data Hiding in Encrypted Images by Patch-Level Sparse Representation

    Xiaochun Cao;Ling Du;Xingxing Wei;Dan Meng

  • Single Image Deraining: A Comprehensive Benchmark Analysis

    Siyuan Li;Xiaochun Cao;Iago Breno Araujo;Wenqi Ren

  • A feature selection algorithm of decision tree based on feature weight

    Unknown

  • Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition

    Unknown

  • Guided Locality Preserving Feature Matching for Remote Sensing Image Registration

    Jiayi Ma;Junjun Jiang;Huabing Zhou;Ji Zhao

  • Exclusivity-Consistency Regularized Multi-view Subspace Clustering

    Xiaobo Wang;Xiaojie Guo;Zhen Lei;Changqing Zhang

  • Image Deblurring via Enhanced Low-Rank Prior

    Wenqi Ren;Xiaochun Cao;Jinshan Pan;Xiaojie Guo

  • Robust Separation of Reflection from Multiple Images

    Xiaojie Guo;Xiaochun Cao;Yi Ma

  • LMR: Learning a Two-Class Classifier for Mismatch Removal

    Jiayi Ma;Xingyu Jiang;Junjun Jiang;Ji Zhao

  • Total Variation Regularized RPCA for Irregularly Moving Object Detection Under Dynamic Background

    Xiaochun Cao;Liang Yang;Xiaojie Guo

Frequent Co-Authors

Xiaochun Cao
Xiaochun Cao Sun Yat-sen University
Jiayi Ma
Jiayi Ma Wuhan University
Stan Z. Li
Stan Z. Li Westlake University
Junjun Jiang
Junjun Jiang Harbin Institute of Technology
Haibin Ling
Haibin Ling Westlake University
Wenqi Ren
Wenqi Ren Sun Yat-sen University
Zhen Lei
Zhen Lei Chinese Academy of Sciences
Si Liu
Si Liu Beihang University
Yi Ma
Yi Ma University of Hong Kong
Changqing Zhang
Changqing Zhang Tianjin University

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