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D-Index & Metrics

Computer Science

D-Index
68
Citations
16528
World Ranking
2106
National Ranking
290

Overview

Jianhuang Lai is affiliated with Sun Yat-sen University in China and primarily publishes research in the field of Computer Science, with a focus on Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Biomedical Engineering, and Cognitive Neuroscience.

Their recent work has been featured in several prominent venues, including:

  • arXiv (Cornell University)
  • IEEE Transactions on Image Processing
  • IEEE Transactions on Circuits and Systems for Video Technology
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Knowledge and Data Engineering

Jianhuang Lai's research concentrates on several main topics, such as:

  • Video Surveillance and Tracking Methods
  • Human Pose and Action Recognition
  • Advanced Neural Network Applications
  • Advanced Image and Video Retrieval Techniques
  • Face and Expression Recognition
  • Domain Adaptation and Few-Shot Learning
  • Advanced Clustering Algorithms Research

Among their recent publications are:

  • "Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and Simplicity" (2023, IEEE Transactions on Knowledge and Data Engineering)
  • "Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation" (2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR))
  • "RGB-IR Person Re-identification by Cross-Modality Similarity Preservation" (2020, International Journal of Computer Vision)
  • "Representation Learning in Multi-view Clustering: A Literature Review" (2022, Data Science and Engineering)
  • "Low-Rank Tensor Based Proximity Learning for Multi-View Clustering" (2022, IEEE Transactions on Knowledge and Data Engineering)

The frequent collaborators in Jianhuang Lai's research include Xiaohua Xie, Chang-Dong Wang, Dong Huang, Wei-Shi Zheng, and Lingxiao Yang.

They have contributed to book publications with Springer Science+Business Media, publishing multiple editions of Pattern Recognition and Computer Vision in 2021.

Best Publications

  • RGB-Infrared Cross-Modality Person Re-identification

    Ancong Wu;Wei-Shi Zheng;Hong-Xing Yu;Shaogang Gong

  • Jointly learning heterogeneous features for RGB-D activity recognition

    Jian-Fang Hu;Wei-Shi Zheng;Jianhuang Lai;Jianguo Zhang

  • Unsupervised Person Re-Identification by Soft Multilabel Learning

    Hong-Xing Yu;Wei-Shi Zheng;Ancong Wu;Xiaowei Guo

  • Ultra-Scalable Spectral Clustering and Ensemble Clustering

    Dong Huang;Chang-Dong Wang;Jian-Sheng Wu;Jian-Huang Lai

  • Face recognition using holistic Fourier invariant features

    Jian Huang Lai;Jian Huang Lai;Pong Chi Yuen;Guo Can Feng;Guo Can Feng

  • Locally Weighted Ensemble Clustering

    Dong Huang;Chang-Dong Wang;Jian-Huang Lai

  • Person Re-Identification by Camera Correlation Aware Feature Augmentation

    Ying-Cong Chen;Xiatian Zhu;Wei-Shi Zheng;Jian-Huang Lai

  • Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection

    Huajun Zhou;Xiaohua Xie;Jian-Huang Lai;Zixuan Chen

  • Partial Person Re-Identification

    Wei-Shi Zheng;Xiang Li;Tao Xiang;Shengcai Liao

  • Face representation using independent component analysis

    Pong Chi Yuen;Jian-Huang Lai;Jian-Huang Lai

  • Ultra-Scalable Spectral Clustering and Ensemble Clustering

    Dong Huang;Chang-Dong Wang;Jian-Sheng Wu;Jian-Huang Lai

  • Learning Modality-Specific Representations for Visible-Infrared Person Re-Identification

    Zhanxiang Feng;Jianhuang Lai;Xiaohua Xie

  • Deep Ranking for Person Re-Identification via Joint Representation Learning

    Shi-Zhe Chen;Chun-Chao Guo;Jian-Huang Lai

  • Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and Simplicity

    Unknown

  • Occluded Person Re-Identification

    Jiaxuan Zhuo;Zeyu Chen;Jianhuang Lai;Guangcong Wang

  • Weighted Multi-view Clustering with Feature Selection

    Yu-Meng Xu;Chang-Dong Wang;Jian-Huang Lai

  • Robust Ensemble Clustering Using Probability Trajectories

    Dong Huang;Jian-Huang Lai;Chang-Dong Wang

  • Enhanced Ensemble Clustering via Fast Propagation of Cluster-Wise Similarities

    Dong Huang;Chang-Dong Wang;Hongxing Peng;Jianhuang Lai

  • Spatial-Temporal Person Re-Identification

    Guangcong Wang;Jianhuang Lai;Peigen Huang;Xiaohua Xie

  • Normalization of Face Illumination Based on Large-and Small-Scale Features

    Xiaohua Xie;Wei-Shi Zheng;Jianhuang Lai;Pong C Yuen

  • DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

    Zhi-Hong Deng;Ling Huang;Chang-Dong Wang;Jian-Huang Lai

  • Enhanced Ensemble Clustering via Fast Propagation of Cluster-wise Similarities

    Dong Huang;Chang-Dong Wang;Hongxing Peng;Jianhuang Lai

  • Ensemble clustering using factor graph

    Dong Huang;Jianhuang Lai;Chang-Dong Wang

  • A Study of Reinforcement Learning for Neural Machine Translation

    Lijun Wu;Fei Tian;Tao Qin;Jianhuang Lai

Frequent Co-Authors

Wei-Shi Zheng
Wei-Shi Zheng Sun Yat-sen University
Chang-Dong Wang
Chang-Dong Wang Sun Yat-sen University
Pong C. Yuen
Pong C. Yuen Hong Kong Baptist University
Liang Lin
Liang Lin Sun Yat-sen University
Philip S. Yu
Philip S. Yu University of Illinois at Chicago
Tie-Yan Liu
Tie-Yan Liu Microsoft (United States)
Tao Qin
Tao Qin Microsoft (United States)
Ching Y. Suen
Ching Y. Suen Concordia University
Jingdong Wang
Jingdong Wang Baidu (China)
Shaogang Gong
Shaogang Gong Queen Mary University of London

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