World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
60
Citations
13211
World Ranking
3265
National Ranking
1583

Overview

Jianping Fan is affiliated with the University of North Carolina at Charlotte in the United States and primarily focuses on Computer Science. Their work spans multiple subfields, notably Computer Vision and Pattern Recognition, Artificial Intelligence, and Media Technology, with additional contributions in Aerospace Engineering and Signal Processing.

Their research interests encompass a range of advanced topics, including:

  • Advanced Image and Video Retrieval Techniques
  • Domain Adaptation and Few-Shot Learning
  • Multimodal Machine Learning Applications
  • Advanced Neural Network Applications
  • Generative Adversarial Networks and Image Synthesis
  • Video Surveillance and Tracking Methods
  • Face Recognition and Analysis

Jianping Fan has authored numerous papers with notable recent publications such as:

  • "Boundary-aware context neural network for medical image segmentation," 2022, Medical Image Analysis
  • "Semisupervised image classification by mutual learning of multiple self-supervised models," 2022, International Journal of Intelligent Systems
  • "Integrating Part of Speech Guidance for Image Captioning," 2020, IEEE Transactions on Multimedia
  • "Parameter estimation in quantum sensing based on deep reinforcement learning," 2022, npj Quantum Information
  • "Unnoticeable synthetic face replacement for image privacy protection," 2021, Neurocomputing

The primary venues where Jianping Fan frequently publishes include:

  • arXiv (Cornell University)
  • Neurocomputing
  • SSRN Electronic Journal
  • Pattern Recognition
  • Proceedings of the AAAI Conference on Artificial Intelligence

Collaborations are a significant part of Jianping Fan's research activities, with frequent coauthors being:

  • Jinye Peng
  • Jun Yu
  • Hangzai Luo
  • Xiang Zhang
  • Zhongchao Shi

Their contributions primarily advance the understanding and application of neural networks, image analysis, and machine learning methods for both theoretical and practical use cases across various domains. Jianping Fan's publication record includes extensive work on techniques for medical image segmentation, image classification, caption generation, and privacy protection in visual data.

Best Publications

  • Automatic image segmentation by integrating color-edge extraction and seeded region growing

    Jianping Fan;D.K.Y. Yau;A.K. Elmagarmid;W.G. Aref

  • Multi-modal Factorized Bilinear Pooling with Co-attention Learning for Visual Question Answering

    Zhou Yu;Jun Yu;Jianping Fan;Dacheng Tao

  • Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering

    Zhou Yu;Jun Yu;Chenchao Xiang;Jianping Fan

  • Seeded region growing: an extensive and comparative study

    Jianping Fan;Guihua Zeng;Mathurin Body;Mohand-Said Hacid

  • iPrivacy: Image Privacy Protection by Identifying Sensitive Objects via Deep Multi-Task Learning

    Jun Yu;Baopeng Zhang;Zhengzhong Kuang;Dan Lin

  • MR-DBSCAN: An Efficient Parallel Density-Based Clustering Algorithm Using MapReduce

    Yaobin He;Haoyu Tan;Wuman Luo;Huajian Mao

  • MR-DBSCAN: a scalable MapReduce-based DBSCAN algorithm for heavily skewed data

    Yaobin He;Haoyu Tan;Wuman Luo;Shengzhong Feng

  • Towards mobility-based clustering

    Siyuan Liu;Yunhuai Liu;Lionel M. Ni;Jianping Fan

  • Leveraging Content Sensitiveness and User Trustworthiness to Recommend Fine-Grained Privacy Settings for Social Image Sharing

    Jun Yu;Zhenzhong Kuang;Baopeng Zhang;Wei Zhang

  • Topic oriented community detection through social objects and link analysis in social networks

    Zhongying Zhao;Shengzhong Feng;Qiang Wang;Joshua Zhexue Huang

  • Boundary-aware Context Neural Network for Medical Image Segmentation

    Ruxin Wang;Shuyuan Chen;Chaojie Ji;Jianping Fan

  • Fusion method for infrared and visible images by using non-negative sparse representation

    Jun Wang;Jinye Peng;Jinye Peng;Xiaoyi Feng;Guiqing He

  • ClassView: hierarchical video shot classification, indexing, and accessing

    Jianping Fan;A.K. Elmagarmid;Xingquan Zhu;W.G. Aref

  • Integrating Concept Ontology and Multitask Learning to Achieve More Effective Classifier Training for Multilevel Image Annotation

    Jianping Fan;Yuli Gao;Hangzai Luo

  • Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection

    Ruxin Wang;Jianping Fan;Ye Li

  • Concept-oriented indexing of video databases: toward semantic sensitive retrieval and browsing

    Jianping Fan;Hangzai Luo;A.K. Elmagarmid

  • Feature selection via maximizing global information gain for text classification

    Changxing Shang;Min Li;Shengzhong Feng;Qingshan Jiang

  • Learning inter-related visual dictionary for object recognition

    Ning Zhou;Yi Shen;Jinye Peng;Jianping Fan

  • Multi-level annotation of natural scenes using dominant image components and semantic concepts

    Jianping Fan;Yuli Gao;Hangzai Luo

  • Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers

    Yuli Gao;Jianping Fan;Xiangyang Xue;Ramesh Jain

Frequent Co-Authors

Xingquan Zhu
Xingquan Zhu Florida Atlantic University
Ahmed K. Elmagarmid
Ahmed K. Elmagarmid Qatar Computing Research Institute
Jun Yu
Jun Yu Hangzhou Dianzi University
Xiangyang Xue
Xiangyang Xue Fudan University
Walid G. Aref
Walid G. Aref Purdue University West Lafayette
Dan Lin
Dan Lin University of Missouri
Daniel A. Keim
Daniel A. Keim University of Konstanz
Shin'ichi Satoh
Shin'ichi Satoh National Institute of Informatics
Zhou Yu
Zhou Yu Hangzhou Dianzi University
Yanyun Qu
Yanyun Qu Xiamen University

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