World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
35
Citations
5348
World Ranking
11688
National Ranking
1443

Overview

Xiaoyan Sun is affiliated with the University of Science and Technology of China. Their research spans multiple fields, primarily focusing on computer science and engineering, with significant contributions to subfields such as computer vision and pattern recognition, artificial intelligence, electrical and electronic engineering, atmospheric science, and medical imaging.

Their recent publications demonstrate a range of interests. Notable papers include:

  • On the Localized Extreme Rainfall over the Great Bay Area in South China with Complex Topography and Strong UHI Effects (2021) published in Monthly Weather Review
  • Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning (2022) published in IEEE Transactions on Medical Imaging
  • Exploiting Rigidity Constraints for LiDAR Scene Flow Estimation (2022) published in the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Dual Progressive Prototype Network for Generalized Zero-Shot Learning (2021) published in arXiv (Cornell University)
  • Multiview hyperedge-aware hypergraph embedding learning for multisite, multiatlas fMRI based functional connectivity network analysis (2024) published in Medical Image Analysis

Xiaoyan Sun's frequent coauthors reflect collaborations across a diverse network of researchers, including:

  • Yueyi Zhang
  • Zhiwei Xiong
  • Hebei Li
  • Yansong Peng
  • Xuejin Chen

The scientist's work is regularly published in venues such as:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • IEEE Transactions on Circuits and Systems for Video Technology
  • Neurocomputing
  • SSRN Electronic Journal

The main topics Xiaoyan Sun addresses in research include:

  • Advanced Vision and Imaging
  • Medical Image Segmentation Techniques
  • Anomaly Detection Techniques and Applications
  • Brain Tumor Detection and Classification
  • Image and Signal Denoising Methods
  • Human Pose and Action Recognition
  • Domain Adaptation and Few-Shot Learning

This research portfolio underlines a focus on integrating advanced imaging methods, machine learning approaches, and domain adaptation techniques within computer vision and medical imaging contexts. The inclusion of atmospheric science topics also suggests interdisciplinary applications related to environmental phenomena.

Best Publications

  • Structure-Revealing Low-Light Image Enhancement Via Robust Retinex Model

    Mading Li;Jiaying Liu;Wenhan Yang;Xiaoyan Sun

  • Image Compression With Edge-Based Inpainting

    Dong Liu;Xiaoyan Sun;Feng Wu;Shipeng Li

  • MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition

    Yizhou Zhou;Xiaoyan Sun;Zheng-Jun Zha;Wenjun Zeng

  • Tracking by Instance Detection: A Meta-Learning Approach

    Guangting Wang;Chong Luo;Xiaoyan Sun;Zhiwei Xiong

  • Drifting reduction and macroblock-based control in progressive fine granularity scalable video coding

    Feng Wu;Shipeng Li;Ya-Qin Zhang;Bing Zeng

  • Landmark Image Super-Resolution by Retrieving Web Images

    Huanjing Yue;Xiaoyan Sun;Jingyu Yang;Feng Wu

  • Robust Web Image/Video Super-Resolution

    Zhiwei Xiong;Xiaoyan Sun;Feng Wu

  • Contrast Enhancement Based on Intrinsic Image Decomposition

    Huanjing Yue;Jingyu Yang;Xiaoyan Sun;Feng Wu

  • Cloud-Based Image Coding for Mobile Devices—Toward Thousands to One Compression

    Huanjing Yue;Xiaoyan Sun;Jingyu Yang;Feng Wu

  • Optimal Bit Allocation for CTU Level Rate Control in HEVC

    Shengxi Li;Mai Xu;Zulin Wang;Xiaoyan Sun

  • Image Denoising by Exploring External and Internal Correlations

    Huanjing Yue;Xiaoyan Sun;Jingyu Yang;Feng Wu

  • Seamless switching of scalable video bitstreams for efficient streaming

    Xiaoyan Sun;Feng Wu;Shipeng Li;Wen Gao

  • Seamless switching of scalable video bitstreams

    Feng Wu;Shipeng Li;Xiaoyan Sun;Ya-Qin Zhang

  • Learning to Detect Video Saliency With HEVC Features

    Mai Xu;Lai Jiang;Xiaoyan Sun;Zhaoting Ye

  • Quality-Gated Convolutional Lstm for Enhancing Compressed Video

    Ren Yang;Xiaoyan Sun;Mai Xu;Wenjun Zeng

  • Photo Album Compression for Cloud Storage Using Local Features

    Zhongbo Shi;Xiaoyan Sun;Feng Wu

  • Example-Based Super-Resolution With Soft Information and Decision

    Zhiwei Xiong;Dong Xu;Xiaoyan Sun;Feng Wu

  • Methods and apparatuses for use in switching between streaming video bitstreams

    Shipeng Li;Feng Wu;Xiaoyan Sun;Goubin Shen

  • Context-Reinforced Semantic Segmentation

    Yizhou Zhou;Xiaoyan Sun;Zheng-Jun Zha;Wenjun Zeng

  • Object-based image inpainting

    Xiaoyan Sun;Dong Liu;Feng Wu;Shipeng Li

  • Block-Based Image Compression With Parameter-Assistant Inpainting

    Zhiwei Xiong;Xiaoyan Sun;Feng Wu

  • Video coding with spatio-temporal texture synthesis and edge-based inpainting

    Chunbo Zhu;Xiaoyan Sun;Feng Wu;Houqiang Li

Frequent Co-Authors

Feng Wu
Feng Wu University of Science and Technology of China
Dunwei Gong
Dunwei Gong Qingdao University of Science and Technology
Shipeng Li
Shipeng Li Chinese University of Hong Kong, Shenzhen
Wenjun Zeng
Wenjun Zeng Microsoft (United States)
Jingyu Yang
Jingyu Yang Tianjin University
Ya-Qin Zhang
Ya-Qin Zhang Tsinghua University
Wen Gao
Wen Gao Peking University
Zheng-Jun Zha
Zheng-Jun Zha University of Science and Technology of China
Bingsen Zhang
Bingsen Zhang Chinese Academy of Sciences
Houqiang Li
Houqiang Li University of Science and Technology of China

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