Personal information

Image processing, Image analysis, Machine Learning, Information/Scientific visualization, Medical image processing, Computer-Aided Diagnosis and Therapy
China

Biography

Bin Li is now an associate professor in South China University of Technology. He received the the Ph.D. degree from South China University of Technology (SCUT) in 2007. He began teaching in the same university (SCUT) after graduation until now. He was a visiting professor in Department of Mathematics, University of Florida from 2017 to 2018.

His research interests include image processing/analysis, machine learning, artificial intelligence and scientific/ information visualization. In these areas, he has published more than 20 papers on top journals, including ESI highly cited paper, and served as a reviewer for more than 20 international journals.

Activities

Employment (1)

South China University of Technology: Guangzhou, CN

(School of Automation Science and Engineering)
Employment
Source: Self-asserted source
Bin Li

Education and qualifications (1)

South China University of Technology: Guangzhou, CN

2002-09-01 to 2007-06-30 | Ph.D. degree
Education
Source: Self-asserted source
Bin Li

Professional activities (1)

South China University of Technology: Guangzhou, CN

2007-07-01 to present | Associate Professor
Service
Source: Self-asserted source
Bin Li

Funding (2)

用于恶性肺结节胸腔镜术中定位的联合间接配准与分割可解释性学习模型及其优化算法

2023-01 to present | Grant
National Natural Science Foundation of China (Beijing, CN)
Source: Self-asserted source
Bin Li

恶性肺结节的分类不确定性信息可视化传递函数研究

2014-01 to 2016-12 | Grant
National Natural Science Foundation of China (Beijing, CN)
Source: Self-asserted source
Bin Li

Works (28)

CoRev2: A Unified Contrastive and Restorative Self-Supervised Learning Method with Masked Prompting Tuning for Surface Defect Inspection

IEEE Transactions on Instrumentation and Measurement
2025 | Journal article
Contributors: Huangyuan Wu; Bin Li; Lianfang Tian; Chao Dong; Wenzhi Liao; Yu Liu
Source: check_circle
Crossref

SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation

Journal of Visual Communication and Image Representation
2024 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

A SFI-Driven Rapid Distribution Alignment for Classification of Small Sample Data: A Case Study in Adrenal Tumor Analysis

2024-08-13 | Conference paper
Contributors: Wenyi Yang; Shengjie Guo; Bin Li; Huangyuan Wu
Source: check_circle
Crossref

An adaptive loss weighting multi-task network with attention-guide proposal generation for small size defect inspection

The Visual Computer
2024-02 | Journal article
Contributors: Huangyuan Wu; Bin Li; Lianfang Tian; Junjian Feng; Chao Dong
Source: check_circle
Crossref

SICNet: Learning selective inter-slice context via Mask-Guided Self-knowledge distillation for NPC segmentation

Journal of Visual Communication and Image Representation
2024-02 | Journal article
Contributors: Jinhong Zhang; Bin Li; Qianhui Qiu; Hongqiang Mo; Lianfang Tian
Source: check_circle
Crossref

A Dual-task Region-Boundary Aware Neural Network for Accurate Pulmonary Nodule Segmentation

Journal of Visual Communication and Image Representation
2023 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

A heuristic tomato-bunch harvest manipulator path planning method based on a 3D-CNN-based position posture map and rapidly-exploring random tree

Computers and Electronics in Agriculture
2023 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

An adaptive loss weighting multi-task network with attention-guide proposal generation for small size defect inspection

Visual Computer
2023 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

CoRe: Contrastive and Restorative Self-Supervised Learning for Surface Defect Inspection

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
Contributors: Huangyuan Wu; Bin Li; Lianfang Tian; Zhengzheng Sun; Chao Dong; Wenzhi Liao
Source: check_circle
Crossref

CoRe: Contrastive and Restorative Self-Supervised Learning for Surface Defect Inspection

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

A heuristic tomato-bunch harvest manipulator path planning method based on a 3D-CNN-based position posture map and rapidly-exploring random tree

Computers and Electronics in Agriculture
2023-10 | Journal article
Contributors: Qin Zhang; Fengpu Liu; Bin Li
Source: check_circle
Crossref

An ISHAP-based interpretation-model-guided classification method for malignant pulmonary nodule

Knowledge-Based Systems
2022 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Automated Superpixel-borders-guided Deformation Image Registration for Adaptive Radiotherapy

IETE Technical Review
2022 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

An ISHAP-based interpretation-model-guided classification method for malignant pulmonary nodule

Knowledge-Based Systems
2022-02 | Journal article
Contributors: Weilin He; Bin Li; Riqiang Liao; Hongqiang Mo; Lianfang Tian
Source: check_circle
Crossref

Rapid Ship Detection Method on Movable Platform Based on Discriminative Multi-Size Gradient Features and Multi-Branch Support Vector Machine

IEEE Transactions on Intelligent Transportation Systems
2022-02 | Journal article
Contributors: Junjian Feng; Bin Li; Lianfang Tian; Chao Dong
Source: check_circle
Crossref

Rapid Ship Detection Method on Movable Platform Based on Discriminative Multi-Size Gradient Features and Multi-Branch Support Vector Machine

IEEE Transactions on Intelligent Transportation Systems
2021 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

A two-stage algorithm for joint multimodal image reconstruction

SIAM Journal on Imaging Sciences
2019 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Automatic benign and malignant classification of pulmonary nodules in thoracic computed tomography based on RF algorithm

IET Image Processing
2018 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Iterative Label Propagation Based on Semi-Supervised Learning for Classifying Benign and Malignant Pulmonary Nodules

Journal of Medical Imaging and Health Informatics
2018 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

LPPCO: A Novel Multimodal Medical Image Registration Using New Feature Descriptor Based on the Local Phase and Phase Congruency of Different Orientations

IEEE Access
2018 | Journal article
Contributors: Li Zhang; Bin Li; Lianfang Tian; Wenbo Zhu
Source: check_circle
Crossref

A visual navigation algorithm for paddy field weeding robot based on image understanding

Computers and Electronics in Agriculture
2017 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Segmentation of pulmonary nodules using adaptive local region energy with probability density function‑based similarity distance and multi‑features clustering

BioMedical Engineering OnLine
2016 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Topology Adaptive Vessel Network Skeleton Extraction with Novel Medialness Measuring Function

Computers in Biology and Medicine
2015 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

An Explicit dependency model for multi-modal medical image fusion in shift-invariant shearlet transform domain

Information Fusion
2014 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Multi- Modal Medical Volumetric Data Fusion Using 3D Discrete Shearlet Transform and Global-to-Local Rule

IEEE Transactions on Biomedical Engineering
2014 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Multi-modal medical image fusion using the inter-scale and intra-scale dependencies between image shift-invariant shearlet coefficients

Information Fusion
2014 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Multi-modal medical image fusion using the inter-scale and intra-scale dependencies between image shift-invariant shearlet coefficients

Information fusion
2014 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Vessel attachment nodule segmentation using integrated active contour model based on fuzzy speed function and shape–intensity joint Bhattacharya distance

Signal Processing
2014 | Journal article
Contributors: Bin Li
Source: Self-asserted source
Bin Li

Peer review (30 reviews for 12 publications/grants)

Review activity for Applied mathematical modelling. (2)
Review activity for Artificial intelligence in medicine. (1)
Review activity for Biomedical signal processing and control. (2)
Review activity for Computer methods and programs in biomedicine update. (1)
Review activity for Computers and electronics in agriculture. (3)
Review activity for Computers in biology and medicine. (2)
Review activity for Engineering applications of artificial intelligence. (1)
Review activity for Information fusion. (5)
Review activity for Knowledge-based systems. (4)
Review activity for Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat. (1)
Review activity for Multimedia tools and applications. (6)
Review activity for Neurocomputing. (2)