World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
62
Citations
13221
World Ranking
2948
National Ranking
51

Research.com Recognitions

  • 2021 - IEEE Fellow For contributions to face and fingerprint image recognition

Overview

Xudong Jiang is affiliated with Nanyang Technological University in Singapore. Their research spans multiple fields within computer science and engineering, emphasizing areas such as computer vision, pattern recognition, and artificial intelligence. Jiang's work includes a significant number of publications related to electrical and electronic engineering as well as biomedical engineering and aerospace engineering.

The scientist's recent published papers include:

  • An optical neural chip for implementing complex-valued neural network, 2021, Nature Communications
  • Space-efficient optical computing with an integrated chip diffractive neural network, 2022, Nature Communications
  • Skin lesion segmentation via generative adversarial networks with dual discriminators, 2020, Medical Image Analysis
  • Vision-Language Transformer and Query Generation for Referring Segmentation, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • Hypoxia-pretreated ADSC-derived exosome-embedded hydrogels promote angiogenesis and accelerate diabetic wound healing, 2022, Acta Biomaterialia

Jiang frequently collaborates with several co-authors, including Henghui Ding, Weiwei Li, Jianfeng Ren, Ruibin Bai, and A. Q. Liu. These collaborations are reflected in numerous joint publications.

Publications are often featured in venues such as:

  • arXiv (Cornell University)
  • Pattern Recognition
  • SSRN Electronic Journal
  • IEEE Transactions on Image Processing
  • Proceedings of the AAAI Conference on Artificial Intelligence

The main fields of study for Jiang cover:

  • Computer Science
  • Engineering

Within these, prominent subfields are:

  • Computer Vision and Pattern Recognition
  • Artificial Intelligence
  • Electrical and Electronic Engineering
  • Aerospace Engineering
  • Biomedical Engineering

Jiang's work addresses several specific research topics, including:

  • Multimodal Machine Learning Applications
  • Organic Electronics and Photovoltaics
  • Conducting polymers and applications
  • Perovskite Materials and Applications
  • Topic Modeling
  • Advanced Image and Video Retrieval Techniques
  • Advanced Neural Network Applications

In 2021, Jiang was recognized as an IEEE Fellow for contributions to face and fingerprint image recognition.

Best Publications

  • Fingerprint minutiae matching based on the local and global structures

    Xudong Jiang;Wei-Yun Yau

  • An optical neural chip for implementing complex-valued neural network.

    H. Zhang;M. Gu;X. D. Jiang;J. Thompson

  • Context Contrasted Feature and Gated Multi-scale Aggregation for Scene Segmentation

    Henghui Ding;Xudong Jiang;Bing Shuai;Ai Qun Liu

  • Eigenfeature Regularization and Extraction in Face Recognition

    Xudong Jiang;B. Mandal;A. Kot

  • Two-Dimensional Polar Harmonic Transforms for Invariant Image Representation

    Pew-Thian Yap;Xudong Jiang;Alex Chichung Kot

  • LBP-Based Edge-Texture Features for Object Recognition

    Amit Satpathy;Xudong Jiang;How-Lung Eng

  • Face recognition using sift features

    Cong Geng;Xudong Jiang

  • Fingerprint quality and validity analysis

    Eyung Lim;Xudong Jiang;Weiyun Yau

  • Noise-Resistant Local Binary Pattern With an Embedded Error-Correction Mechanism

    Jianfeng Ren;Xudong Jiang;Junsong Yuan

  • Deep Coupled ResNet for Low-Resolution Face Recognition

    Ze Lu;Xudong Jiang;Alex Kot

  • Skin lesion segmentation via generative adversarial networks with dual discriminators.

    Baiying Lei;Zaimin Xia;Feng Jiang;Xudong Jiang

  • Boundary-Aware Feature Propagation for Scene Segmentation

    Henghui Ding;Xudong Jiang;Ai Qun Liu;Nadia Magnenat Thalmann

  • Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features

    Zhen Yu;Xudong Jiang;Feng Zhou;Jing Qin

  • Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images

    Youyi Song;Ee-Leng Tan;Xudong Jiang;Jie-Zhi Cheng

  • Detecting the fingerprint minutiae by adaptive tracing the gray-level ridge

    Xudong Jiang;Wei-Yun Yau;Wee Ser

  • Vision-Language Transformer and Query Generation for Referring Segmentation

    Henghui Ding;Chang Liu;Suchen Wang;Xudong Jiang

  • Semantic Correlation Promoted Shape-Variant Context for Segmentation

    Henghui Ding;Xudong Jiang;Bing Shuai;Ai Qun Liu

  • Linear Subspace Learning-Based Dimensionality Reduction

    Xudong Jiang

  • Sparse and Dense Hybrid Representation via Dictionary Decomposition for Face Recognition

    Xudong Jiang;Jian Lai

  • Fingerprint reference-point detection

    Manhua Liu;Xudong Jiang;Alex Chichung Kot

Frequent Co-Authors

Alex C. Kot
Alex C. Kot Nanyang Technological University
Junsong Yuan
Junsong Yuan University at Buffalo, State University of New York
Wei-Yun Yau
Wei-Yun Yau Institute for Infocomm Research
Ai Qun Liu
Ai Qun Liu Hong Kong Polytechnic University
Joe C. Campbell
Joe C. Campbell University of Virginia
Kar-Ann Toh
Kar-Ann Toh Yonsei University
Wee Ser
Wee Ser Nanyang Technological University
Yi Zhang
Yi Zhang Nanyang Technological University
Tianfu Wang
Tianfu Wang Shenzhen University
Ling-Yu Duan
Ling-Yu Duan Peking University

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