World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
42
Citations
7375
World Ranking
8395
National Ranking
1094

Overview

Xiaopeng Zhang is affiliated with the Chinese Academy of Sciences in China and has a substantive research record primarily in computer science and engineering. Their work spans a variety of subfields with a focus on computer vision and pattern recognition, artificial intelligence, aerospace engineering, computational mechanics, and computer graphics and computer-aided design.

Their publication topics reflect a broad engagement with advanced methodologies, including:

  • Advanced Image and Video Retrieval Techniques
  • Advanced Neural Network Applications
  • Robotics and Sensor-Based Localization
  • Computer Graphics and Visualization Techniques
  • 3D Surveying and Cultural Heritage
  • Domain Adaptation and Few-Shot Learning
  • 3D Shape Modeling and Analysis

Xiaopeng Zhang has coauthored extensively with several researchers, indicating active collaboration within their academic community. Frequent collaborators include Weiliang Meng, Shibiao Xu, Changwei Wang, Rongtao Xu, and Jianwei Guo.

The publication venues of their work highlight contributions to a range of scientific journals and conferences, notably including:

  • arXiv (Cornell University)
  • SSRN Electronic Journal
  • The Visual Computer
  • Computer Animation and Virtual Worlds
  • IEEE Transactions on Image Processing

Among recent publications, the following papers represent key examples of their research output:

  • "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation," 2021, arXiv (Cornell University)
  • "RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation," 2023, IEEE Transactions on Image Processing
  • "Systematic review of digital twin technology and applications," 2023, Visual Computing for Industry Biomedicine and Art
  • "Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap," 2021, ACM Computing Surveys
  • "Inverse Procedural Modeling of Branching Structures by Inferring L-Systems," 2020, ACM Transactions on Graphics

Best Publications

  • Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation

    Unknown

  • On building an accurate stereo matching system on graphics hardware

    Xing Mei;Xun Sun;Mingcai Zhou;Shaohui Jiao

  • 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

    Unknown

  • Plant Growth Modelling and Applications: The Increasing Importance of Plant Architecture in Growth Models

    Thierry Fourcaud;Xiao Peng Zhang;Alexia Stokes;Hans Lambers

  • Central Similarity Quantization for Efficient Image and Video Retrieval

    Li Yuan;Tao Wang;Xiaopeng Zhang;Francis Eh Tay

  • Rain Removal in Video by Combining Temporal and Chromatic Properties

    Unknown

  • Optimized image resizing using seam carving and scaling

    Weiming Dong;Ning Zhou;Jean-Claude Paul;Xiaopeng Zhang

  • Segment-Tree Based Cost Aggregation for Stereo Matching

    Xing Mei;Xun Sun;Weiming Dong;Haitao Wang

  • RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation

    Unknown

  • Near-infrared guided color image dehazing

    Chen Feng;Shaojie Zhuo;Xiaopeng Zhang;Liang Shen

  • Enhancing photographs with Near Infra-Red images

    Xiaopeng Zhang;T. Sim;Xiaoping Miao

  • Cross-Field Joint Image Restoration via Scale Map

    Qiong Yan;Xiaoyong Shen;Li Xu;Shaojie Zhuo

  • Robust Rooftop Extraction From Visible Band Images Using Higher Order CRF

    Er Li;John Femiani;Shibiao Xu;Xiaopeng Zhang

  • Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks

    Weize Quan;Kai Wang;Dong-Ming Yan;Xiaopeng Zhang

  • Higher FKBP5, COMT, CHRNA5, and CRHR1 allele burdens are associated with PTSD and interact with trauma exposure: implications for neuropsychiatric research and treatment.

    Joseph A Boscarino;Porat M Erlich;Stuart N Hoffman;Xiaopeng Zhang

  • Dynamic topology optimization of piezoelectric structures with active control for reducing transient response

    Xiaopeng Zhang;Zhan Kang

  • Enhancing low light images using near infrared flash images

    Shaojie Zhuo;Xiaopeng Zhang;Xiaoping Miao;Terence Sim

  • Simple Reconstruction of Tree Branches from a Single Range Image

    Zhang-Lin Cheng;Xiao-Peng Zhang;Bao-Quan Chen

  • Inverse procedural modeling of facade layouts

    Fuzhang Wu;Dong-Ming Yan;Weiming Dong;Xiaopeng Zhang

  • Content-Based Colour Transfer

    Fuzhang Wu;Weiming Dong;Yan Kong;Xing Mei

  • Plant growth and architectural modelling and its applications

    Yan Guo;Thierry Fourcaud;Marc Jaeger;Xiaopeng Zhang

  • Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap

    Unknown

  • A Survey of Blue-Noise Sampling and Its Applications

    Dong Ming Yan;Dong Ming Yan;Jian Wei Guo;Bin Wang;Xiao Peng Zhang

  • Topological design of compliant smart structures with embedded movable actuators

    Yiqiang Wang;Zhen Luo;Xiaopeng Zhang;Zhan Kang

  • Segmentation of architecture shape information from 3D point cloud

    Xiaojuan Ning;Xiaopeng Zhang;Yinghui Wang;Marc Jaeger

  • A bi-level belief rule based decision support system for diagnosis of lymph node metastasis in gastric cancer

    Zhi-Guo Zhou;Fang Liu;Li-Cheng Jiao;Zhi-Jie Zhou

  • Realization of full and directional band gap design by non-gradient topology optimization in acoustic metamaterials

    Xiaopeng Zhang;Jian Xing;Pai Liu;Yangjun Luo

  • Inverse Procedural Modeling of Branching Structures by Inferring L-Systems

    Jianwei Guo;Haiyong Jiang;Bedrich Benes;Oliver Deussen

  • Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing

    Feihu Zhang;Longquan Dai;Shiming Xiang;Xiaopeng Zhang

  • Robust topology optimization of phononic crystals with random field uncertainty

    Xiaopeng Zhang;Xiaopeng Zhang;Jingjie He;Akihiro Takezawa;Zhan Kang

  • Circumventing Outliers of AutoAugment with Knowledge Distillation

    Longhui Wei;Longhui Wei;An Xiao;Lingxi Xie;Xiaopeng Zhang

Frequent Co-Authors

Zhan Kang
Zhan Kang Dalian University of Technology
Peter Wonka
Peter Wonka King Abdullah University of Science and Technology
Oliver Deussen
Oliver Deussen University of Konstanz
Baoyuan Wu
Baoyuan Wu Chinese University of Hong Kong, Shenzhen
Bao-Gang Hu
Bao-Gang Hu Chinese Academy of Sciences
Tong-Yee Lee
Tong-Yee Lee National Cheng Kung University
Hongbin Zha
Hongbin Zha Peking University
Feiyue Huang
Feiyue Huang Tencent (China)
Shiming Xiang
Shiming Xiang Chinese Academy of Sciences
Wenping Wang
Wenping Wang Texas A&M University

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