World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
48
Citations
12692
World Ranking
6074
National Ranking
281

Research.com Recognitions

  • 2006 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions to range image analysis and structural pattern recognition, and for service to IAPR.

Overview

Xiaoyi Jiang is affiliated with the University of Münster in Germany and has a substantial record of academic publications primarily in the fields of Computer Science and Engineering. Their research spans numerous subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Electrical and Electronic Engineering, Radiology, Nuclear Medicine and Imaging, and Civil and Structural Engineering.

The scientist's work focuses on several main topics:

  • Advanced Neural Network Applications
  • Medical Image Segmentation Techniques
  • Machine Learning and Data Classification
  • Radiomics and Machine Learning in Medical Imaging
  • Advanced Graph Neural Networks
  • Advanced Image and Video Retrieval Techniques
  • Vehicle License Plate Recognition

Xiaoyi Jiang has collaborated frequently with several researchers, including:

  • Rung-Ching Chen
  • Christine Dewi
  • Hui Yu
  • Udo Dannlowski
  • Xiaojun Chen

The scientist's publications appear consistently in well-known venues such as:

  • arXiv (Cornell University)
  • SSRN Electronic Journal
  • Zenodo (CERN European Organization for Nuclear Research)
  • IOP Conference Series Earth and Environmental Science
  • Pattern Recognition

Notable recent papers authored or co-authored by Xiaoyi Jiang include:

  • "Yolo V4 for Advanced Traffic Sign Recognition With Synthetic Training Data Generated by Various GAN," 2021, IEEE Access
  • "CD300ld on neutrophils is required for tumour-driven immune suppression," 2023, Nature
  • "Mapping coastal salt marshes in China using time series of Sentinel-1 SAR," 2021, ISPRS Journal of Photogrammetry and Remote Sensing
  • "Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4," 2022, Multimedia Tools and Applications
  • "Systematic misestimation of machine learning performance in neuroimaging studies of depression," 2021, Neuropsychopharmacology

Xiaoyi Jiang was awarded the title of Fellow of the International Association for Pattern Recognition (IAPR) in 2006, recognized for contributions to range image analysis and structural pattern recognition, as well as service to the IAPR organization.

Best Publications

  • An experimental comparison of range image segmentation algorithms

    A. Hoover;G. Jean-Baptiste;X. Jiang;P.J. Flynn

  • Adaptive local thresholding by verification-based multithreshold probing with application to vessel detection in retinal images

    Xiaoyi Jiang;D. Mojon

  • Computer vision and pattern recognition

    Nanning Zheng;George Loizou;Xiaoyi Jiang;Xuguang Lan

  • Edge Detection in Range Images Based on Scan Line Approximation

    Xiaoyi Jiang;Horst Bunke

  • An median graphs: properties, algorithms, and applications

    Xiaoyi Jiang;A. Munger;H. Bunke

  • Fast segmentation of range images into planar regions by scan line grouping

    Xiaoyi Jiang;Horst Bunke

  • Lung motion correction on respiratory gated 3-D PET/CT images

    M. Dawood;N. Lang;Xiaoyi Jiang;K.P. Schafers

  • Respiratory Motion Correction in 3-D PET Data With Advanced Optical Flow Algorithms

    M. Dawood;F. Buther;Xiaoyi Jiang;K.P. Schafers

  • Simple and fast computation of moments

    X. Y. Jiang;H. Bunke

  • Yolo V4 for Advanced Traffic Sign Recognition With Synthetic Training Data Generated by Various GAN

    Christine Dewi;Rung-Ching Chen;Yan-Ting Liu;Xiaoyi Jiang

  • Face recognition using range images

    B. Achermann;X. Jiang;H. Bunke

  • Dynamic classifier ensemble model for customer classification with imbalanced class distribution

    Jin Xiao;Ling Xie;Changzheng He;Xiaoyi Jiang

  • Motion Correction in Dual Gated Cardiac PET Using Mass-Preserving Image Registration

    F. Gigengack;L. Ruthotto;M. Burger;C. H. Wolters

  • Distance measures for image segmentation evaluation

    Xiaoyi Jiang;Cyril Marti;Christophe Irniger;Horst Bunke

  • Separation of the retinal vascular graph in arteries and veins based upon structural knowledge

    Kai Rothaus;Xiaoyi Jiang;Paul Rhiem

  • FIM, a novel FTIR-based imaging method for high throughput locomotion analysis.

    Benjamin Risse;Silke Thomas;Nils Otto;Tim Löpmeier

  • FIMTrack: An open source tracking and locomotion analysis software for small animals.

    Benjamin Risse;Dimitri Berh;Nils Otto;Christian Klämbt

  • Towards Detection of Glasses in Facial Images

    X. Jiang;M. Binkert;B. Achermann;H. Bunke

  • A self-adaptive matched filter for retinal blood vessel detection

    Tapabrata Chakraborti;Dhiraj K. Jha;Ananda S. Chowdhury;Xiaoyi Jiang

  • Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data

    Christoph Bartenhagen;Hans-Ulrich Klein;Christian Ruckert;Xiaoyi Jiang

  • A Closed Form Solution to Natural Image Matting

    Xiaoyi Jiang;Michael Schmeing

Frequent Co-Authors

Horst Bunke
Horst Bunke University of Bern
Christian Klämbt
Christian Klämbt University of Münster
Ayman El-Baz
Ayman El-Baz University of Louisville
Martin Burger
Martin Burger University of Erlangen-Nuremberg
Bernhard T. Baune
Bernhard T. Baune University of Münster
Carsten H. Wolters
Carsten H. Wolters University of Münster
Friedemann Kiefer
Friedemann Kiefer University of Münster
Dmitry B. Goldgof
Dmitry B. Goldgof University of South Florida
Nanning Zheng
Nanning Zheng Xi'an Jiaotong University
Udo Dannlowski
Udo Dannlowski University of Münster

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