World's Best Scientists 2026 revealed!
Jianbing Shen

Jianbing Shen

Award Badge
Computer Science
China
2026

D-Index & Metrics

Computer Science

D-Index
88
Citations
30211
World Ranking
685
National Ranking
99

Research.com Recognitions

  • 2026 - Research.com Computer Science in China Leader Award
  • 2025 - Research.com Computer Science in China Leader Award

Overview

Jianbing Shen is affiliated with the University of Macau in China and specializes in the field of computer science, with a particular focus on computer vision and pattern recognition.

Their research spans multiple subfields including:

  • Computer Vision and Pattern Recognition
  • Artificial Intelligence
  • Radiology, Nuclear Medicine and Imaging
  • Environmental Engineering
  • Computational Mechanics

Key topics addressed in their work include:

  • Advanced Neural Network Applications
  • Video Surveillance and Tracking Methods
  • Human Pose and Action Recognition
  • Domain Adaptation and Few-Shot Learning
  • Multimodal Machine Learning Applications
  • Advanced Image and Video Retrieval Techniques
  • Visual Attention and Saliency Detection

Jianbing Shen has contributed to numerous publications, with significant papers such as:

  • "Deep Learning for Person Re-Identification: A Survey and Outlook" (2021), published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images" (2020), published in IEEE Transactions on Medical Imaging
  • "Salient Object Detection in the Deep Learning Era: An In-Depth Survey" (2021), published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Hi-Net: Hybrid-Fusion Network for Multi-Modal MR Image Synthesis" (2020), published in IEEE Transactions on Medical Imaging
  • "Visible-Infrared Person Re-Identification via Homogeneous Augmented Tri-Modal Learning" (2020), published in IEEE Transactions on Information Forensics and Security

Frequent co-authors in their research include:

  • Ling Shao
  • Wenguan Wang
  • Mang Ye
  • Huazhu Fu
  • Sanyuan Zhao

Their work has been disseminated through various publication venues, with repetition in:

  • arXiv (Cornell University)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on Image Processing
  • IEEE Transactions on Medical Imaging
  • IEEE Transactions on Neural Networks and Learning Systems

Best Publications

  • Deep Learning for Person Re-identification: A Survey and Outlook.

    Mang Ye;Jianbing Shen;Gaojie Lin;Tao Xiang

  • PraNet: Parallel Reverse Attention Network for Polyp Segmentation

    Deng-Ping Fan;Ge-Peng Ji;Tao Zhou;Geng Chen

  • Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

    Deng-Ping Fan;Tao Zhou;Ge-Peng Ji;Yi Zhou

  • Salient Object Detection in the Deep Learning Era: An In-depth Survey.

    Wenguan Wang;Qiuxia Lai;Huazhu Fu;Jianbing Shen

  • Camouflaged Object Detection

    Deng-Ping Fan;Ge-Peng Ji;Guolei Sun;Ming-Ming Cheng

  • Deep Visual Attention Prediction

    Wenguan Wang;Jianbing Shen

  • Video Salient Object Detection via Fully Convolutional Networks

    Wenguan Wang;Jianbing Shen;Ling Shao

  • Triplet Loss in Siamese Network for Object Tracking

    Xingping Dong;Jianbing Shen

  • Saliency-aware geodesic video object segmentation

    Wenguan Wang;Jianbing Shen;Fatih Porikli

  • Learning Human-Object Interactions by Graph Parsing Neural Networks

    Siyuan Qi;Wenguan Wang;Baoxiong Jia;Jianbing Shen

  • Salient Object Detection With Pyramid Attention and Salient Edges

    Wenguan Wang;Shuyang Zhao;Jianbing Shen;Steven C. H. Hoi

  • See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks

    Xiankai Lu;Wenguan Wang;Chao Ma;Jianbing Shen

  • Shifting More Attention to Video Salient Object Detection

    Deng-Ping Fan;Wenguan Wang;Ming-Ming Cheng;Jianbing Shen

  • Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection

    Hongmei Song;Wenguan Wang;Sanyuan Zhao;Jianbing Shen

  • Saliency-Aware Video Object Segmentation

    Wenguan Wang;Jianbing Shen;Ruigang Yang;Fatih Porikli

  • Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-identification

    Mang Ye;Jianbing Shen;David J. Crandall;Ling Shao

  • Consistent Video Saliency Using Local Gradient Flow Optimization and Global Refinement

    Wenguan Wang;Jianbing Shen;Ling Shao

  • Real-Time Superpixel Segmentation by DBSCAN Clustering Algorithm

    Jianbing Shen;Xiaopeng Hao;Zhiyuan Liang;Yu Liu

  • Lazy Random Walks for Superpixel Segmentation

    Jianbing Shen;Yunfan Du;Wenguan Wang;Xuelong Li

  • Hi-Net: Hybrid-Fusion Network for Multi-Modal MR Image Synthesis

    Tao Zhou;Huazhu Fu;Geng Chen;Jianbing Shen

  • A Deep Network Solution for Attention and Aesthetics Aware Photo Cropping

    Wenguan Wang;Jianbing Shen;Haibin Ling

Frequent Co-Authors

Ling Shao
Ling Shao Terminus International
Wenguan Wang
Wenguan Wang Zhejiang University
Fatih Porikli
Fatih Porikli Australian National University
Huazhu Fu
Huazhu Fu Agency for Science, Technology and Research
Xiaogang Jin
Xiaogang Jin Zhejiang University
Xuelong Li
Xuelong Li China Telecom (China)
Deng-Ping Fan
Deng-Ping Fan Nankai University
Haibin Ling
Haibin Ling Westlake University
Ming-Ming Cheng
Ming-Ming Cheng Nankai University
Yanwei Pang
Yanwei Pang Tianjin University

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