World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
52
Citations
6761
World Ranking
5181
National Ranking
705

Overview

Dapeng Tao is affiliated with Yunnan University in China and has a significant research portfolio primarily in Computer Science and Engineering. Their work focuses on multiple subfields, including Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Biomedical Engineering, and Radiology, Nuclear Medicine and Imaging.

Their publications cover a range of topics within these fields, with particular emphasis on Video Surveillance and Tracking Methods, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Image Fusion Techniques, Human Pose and Action Recognition, Advanced Graph Neural Networks, and Advanced Neural Network Applications.

Among Dapeng Tao's recent research outputs are several papers published between 2020 and 2023, including:

  • "Attribute-Aligned Domain-Invariant Feature Learning for Unsupervised Domain Adaptation Person Re-Identification" (2020) published in IEEE Transactions on Information Forensics and Security
  • "Triple Adversarial Learning and Multi-View Imaginative Reasoning for Unsupervised Domain Adaptation Person Re-Identification" (2021) published in IEEE Transactions on Circuits and Systems for Video Technology
  • "Deep features for person re-identification on metric learning" (2020) published in Pattern Recognition
  • "FTGAN: A Novel GAN-Based Data Augmentation Method Coupled Time-Frequency Domain for Imbalanced Bearing Fault Diagnosis" (2023) published in IEEE Transactions on Instrumentation and Measurement
  • "Multi-view learning for hyperspectral image classification: An overview" (2022) published in Neurocomputing

Their frequent coauthors include Yibing Zhan, Weifeng Liu, Baodi Liu, Huafeng Li, and Liang Ding, highlighting collaboration across various projects.

Dapeng Tao has published extensively in notable venues, with numerous publications in:

  • arXiv (Cornell University)
  • IEEE Transactions on Multimedia
  • Pattern Recognition
  • IEEE Transactions on Circuits and Systems for Video Technology
  • SSRN Electronic Journal

Their body of work demonstrates a multidisciplinary approach spanning core computer science domains and specialized engineering applications, contributing to advancements in machine learning techniques applied to image analysis, video tracking, and domain adaptation strategies.

Best Publications

  • Joint medical image fusion, denoising and enhancement via discriminative low-rank sparse dictionaries learning

    Huafeng Li;Xiaoge He;Dapeng Tao;Dapeng Tao;Yuanyan Tang

  • Hetero-Center loss for cross-modality person Re-identification

    Yuanxin Zhu;Zhao Yang;Li Wang;Sai Zhao

  • Person Re-Identification by Regularized Smoothing KISS Metric Learning

    Dapeng Tao;Lianwen Jin;Yongfei Wang;Yuan Yuan

  • Embedded Block Residual Network: A Recursive Restoration Model for Single-Image Super-Resolution

    Yajun Qiu;Ruxin Wang;Dapeng Tao;Jun Cheng

  • Person Re-Identification by Dual-Regularized KISS Metric Learning

    Dapeng Tao;Yanan Guo;Mingli Song;Yaotang Li

  • Upper limb motion tracking with the integration of IMU and Kinect

    Yushuang Tian;Xiaoli Meng;Dapeng Tao;Dongquan Liu

  • Canonical correlation analysis networks for two-view image recognition

    Xinghao Yang;Weifeng Liu;Dapeng Tao;Jun Cheng

  • Deep Neural Networks with Relativity Learning for facial expression recognition

    Yanan Guo;Dapeng Tao;Jun Yu;Hao Xiong

  • Semantic preserving distance metric learning and applications

    Jun Yu;Dapeng Tao;Jonathan Li;Jun Cheng

  • Discriminative Multi-instance Multitask Learning for 3D Action Recognition

    Yanhua Yang;Cheng Deng;Shangqian Gao;Wei Liu

  • $p$ -Laplacian Regularization for Scene Recognition

    Weifeng Liu;Xueqi Ma;Yicong Zhou;Dapeng Tao

  • Hessian Regularized Support Vector Machines for Mobile Image Annotation on the Cloud

    Dapeng Tao;Lianwen Jin;Weifeng Liu;Xuelong Li

  • Principal Component 2-D Long Short-Term Memory for Font Recognition on Single Chinese Characters

    Dapeng Tao;Xu Lin;Lianwen Jin;Xuelong Li

  • Deep Multi-View Feature Learning for Person Re-Identification

    Dapeng Tao;Yanan Guo;Baosheng Yu;Jianxin Pang

  • Manifold Ranking-Based Matrix Factorization for Saliency Detection

    Dapeng Tao;Jun Cheng;Mingli Song;Xu Lin

  • Coherent Semantic-Visual Indexing for Large-Scale Image Retrieval in the Cloud

    Richang Hong;Lei Li;Junjie Cai;Dapeng Tao

  • DeepChart: Combining deep convolutional networks and deep belief networks in chart classification

    Binbin Tang;Binbin Tang;Xiao Liu;Jie Lei;Mingli Song

  • RiFeGAN: Rich Feature Generation for Text-to-Image Synthesis From Prior Knowledge

    Jun Cheng;Fuxiang Wu;Yanling Tian;Lei Wang

  • Attribute-Aligned Domain-Invariant Feature Learning for Unsupervised Domain Adaptation Person Re-Identification

    Huafeng Li;Yiwen Chen;Dapeng Tao;Zhengtao Yu

  • Tensor Rank Preserving Discriminant Analysis for Facial Recognition

    Dapeng Tao;Yanan Guo;Yaotang Li;Xinbo Gao

  • Ensemble Manifold Rank Preserving for Acceleration-Based Human Activity Recognition

    Dapeng Tao;Lianwen Jin;Yuan Yuan;Yang Xue

  • Domain-Weighted Majority Voting for Crowdsourcing

    Dapeng Tao;Jun Cheng;Zhengtao Yu;Kun Yue

Frequent Co-Authors

Lianwen Jin
Lianwen Jin South China University of Technology
Jun Yu
Jun Yu Hangzhou Dianzi University
Mingli Song
Mingli Song Zhejiang University
Yicong Zhou
Yicong Zhou University of Macau
Jun Cheng
Jun Cheng University of Chinese Academy of Sciences
Xuelong Li
Xuelong Li China Telecom (China)
Xinbo Gao
Xinbo Gao Xidian University
Cheng Deng
Cheng Deng Xidian University
Xinchao Wang
Xinchao Wang National University of Singapore
Yuan Yan Tang
Yuan Yan Tang University of Macau

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