Bin Li (0000-0001-6767-5350)

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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.

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South China University of Technology: Guangzhou, CN

(School of Automation Science and Engineering)

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Bin Li

https://orcid.org/0000-0001-6767-5350

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Employment (1)

South China University of Technology: Guangzhou, CN

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South China University of Technology: Guangzhou, CN

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South China University of Technology: Guangzhou, CN

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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

恶性肺结节的分类不确定性信息可视化传递函数研究

Works (28)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

A two-stage algorithm for joint multimodal image reconstruction

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

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

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

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

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

Topology Adaptive Vessel Network Skeleton Extraction with Novel Medialness Measuring Function

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

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

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

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

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

Peer review (30 reviews for 12 publications/grants)