百晓学者学者目录

陈宇飞

副教授、副研究员、助理教授、博导、教授、研究员、硕导、讲师,同济大学

精选作品

期刊论文

2026

应用证据深度学习的可信医学影像分析方法综述

文昕颢,刘伟,岳晓冬,陈宇飞

《中国图象图形学报》

2026

Unraveling Semantic Concept Uncertainty in Large Vision-Language Models with Fuzzy Inconsistency Index

Xiaodong Yue, Zihao Li, Jie Shi, Yufei Chen, Wei Liu

IEEE Transactions on Fuzzy Systems

2026

Dual-Level Structure Preservation in Retinal Image Enhancement via Attention Guidance

Yichen Song, Yufei Chen, Xinhao Wen, Juzhao Zhang, Senlin Lin, Haidong Zou, Lianghua He, Hengtao Shen

IEEE Transactions on Multimedia

2025

Localisation and classification of multi-stage caries on CBCT images with a 3D convolutional neural network

Shuai Qi, Yujie Fu, Haoxuan Shan, Genqiang Ren, Yufei Chen, Qi Zhang

Clinical Oral Investigations

2025

Integrating Clinical Knowledge into Radiology Report Generation to Enhance Diagnosis

Zhenqian Cao, Xiaodong Yue, Yufei Chen, Zhikang Xu, Zhipeng Wei, Zihao Li

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2025

Breaking Distributional Assumptions in Multi-view Learning: Test-Time Adaptive Fusion via Conformalized Evidence Representation

Shijie Ding, Xiaodong Yue, Yufei Chen, Jie Shi, Dongqi Xia

ACM International Conference on Multimedia in Asia (MMAsia)

2025

Dual-View Gradient Probes: Disentangling Uncertainty for Deep Active Learning

Dongqi Xia, Xiaodong Yue, Yufei Chen, Jie Shi, Shijie Ding

ACM International Conference on Multimedia in Asia (MMAsia)

2025

Deep Learning for fODF Estimation in Infant Brains: Model Comparison, Ground‐Truth Impact, and Domain Shift Mitigation

Rizhong Lin, Hamza Kebiri, Ali Gholipour, Yufei Chen, Jean‐Philippe Thiran, Davood Karimi, Meritxell Bach Cuadra

Human Brain Mapping

2025

Ground-Truth Effects in Learning-Based Fiber Orientation Distribution Estimation in Neonatal Brains

Rizhong Lin, Hamza Kebiri, Ali Gholipour, Yufei Chen, Jean‐Philippe Thiran, Davood Karimi, Meritxell Bach Cuadra

Lecture notes in computer science

2025

Trusted Retinal Image Registration via Uncertain Keypoint Matching

Zhipeng Wei, Xiaodong Yue, Yufei Chen, Zhikang Xu, Zheran Zhang, Zhenqian Cao

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2024

Evidential dissonance measure in robust multi-view classification to resist adversarial attack

Xiaodong Yue, Zhicheng Dong, Yufei Chen, Shaorong Xie

Information Fusion

2024

Deep Closing: Enhancing Topological Connectivity in Medical Tubular Segmentation

Qian Wu, Yufei Chen, Wei Liu, Xiaodong Yue, Xiahai Zhuang

IEEE Transactions on Medical Imaging

2024

A general variation-driven network for medical image synthesis

Yufei Chen, Xiaoyu Yang, Xiaodong Yue, Xiang Lin, Qi Zhang, Hamido Fujita

Applied Intelligence

2024

Automated pancreatic segmentation and fat fraction evaluation based on a self-supervised transfer learning network

Gaofeng Zhang, Qian Zhan, Qingyu Gao, Kuanzheng Mao, Panpan Yang, Yisha Gao, Lijia Wang, Lijia Wang, Bin Song, Bin Song, Yufei Chen, Yun Bian, Yun Bian, Chengwei Shao, Chengwei Shao, Jianping Lu, Jianping Lu, Chao Ma

Computers in Biology and Medicine

2024

Uncertainty-Aware Multi-view Learning for Prostate Cancer Grading with DWI

Zhicheng Dong, Xiaodong Yue, Yufei Chen, Xujing Zhou, Jiye Liang

Lecture notes in computer science

2024

Building Trust in Decision with Conformalized Multi-view Deep Classification

Wei Liu, Yufei Chen, Xiaodong Yue

ACM International Conference on Multimedia (ACM MM)

2023

基于深度学习的点云补全网络修复上颌磨牙钙化根管的研究

温佳欢,傅裕杰,任根强,陈宇飞,张旗

《口腔医学研究》

2023

Local Consensus Transformer for Correspondence Learning

Gang Wang, Yufei Chen

IEEE International Conference on Multimedia and Expo (ICME)

2023

Parameter-Guided Image Generation with Denoising Diffusion Probabilistic Models

Yi Kang, Ziqi Xie, Lulu Liu, Xiaodong Zhao, Yufei Chen

China Automation Congress (CAC)

2023

Safe Multi-View Deep Classification

Wei Liu, Yufei Chen, Xiaodong Yue, Changqing Zhang, Shaorong Xie

Proceedings of the AAAI Conference on Artificial Intelligence

2023

MCNet: Multiscale Clustering Network for Two-View Geometry Learning and Feature Matching

Gang Wang, Yufei Chen

IEEE/CAA Journal of Automatica Sinica

2023

Uncertainty Assessment in Whole-Body Low Dose Pet Reconstruction Using Non-Parametric Bayesian Deep Learning Approach

Maya Fichmann Levital, Samah Khawaled, Yufei Chen, John A. Kennedy, Moti Freiman

IEEE International Symposium on Biomedical Imaging (ISBI)

2023

Clinical Image-Based Procedures

Yufei Chen, Marius George Linguraru, Raj Shekhar, Stefan Wesarg, Marius Erdt, Klaus Drechsler, Cristina Oyarzun Laura

Lecture notes in computer science

2023

Convolutional Redistribution Network for Multi-view Medical Image Diagnosis

Yuan Joseph Zhou, Xiaodong Yue, Yufei Chen, Chao Ma, Ke Jiang

Lecture notes in computer science

2023

Uncertainty Based Border-Aware Segmentation Network for Deep Caries

Gayeon Kim, Yufei Chen, Shuai Qi, Yujie Fu, Qi Zhang

Lecture notes in computer science

2022

Selecting Reliable Instances from ImageNet for Medical Image Domain Adaptation

Ying Lv, Xiaodong Yue, Zhikang Xu, Yufei Chen, Zihao Li

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2022

Reliable Multi-View Deep Patent Classification

Liyuan Zhang, Wei Liu, Yufei Chen, Xiaodong Yue

Mathematics

2022

Target-aware U-Net with fuzzy skip connections for refined pancreas segmentation

Yufei Chen, Chang Xu, Weiping Ding, Shichen Sun, Xiaodong Yue, Hamido Fujita

Applied Soft Computing

2022

Deep evidential fusion network for medical image classification

Shaoxun Xu, Yufei Chen, Chao Ma, Xiaodong Yue

International Journal of Approximate Reasoning

2022

PENet: Prior evidence deep neural network for bladder cancer staging

Xiaoqian Zhou, Xiaodong Yue, Zhikang Xu, Thierry Denœux, Yufei Chen

Methods

2022

Trusted Multi-View Deep Learning with Opinion Aggregation

Wei Liu, Xiaodong Yue, Yufei Chen, Thierry Denœux

Proceedings of the AAAI Conference on Artificial Intelligence

2022

Weakly-supervised Cerebrovascular Segmentation Network with Shape Prior and Model Indicator

Qian Wu, Yufei Chen, Ning Huang, Xiaodong Yue

International Conference on Multimedia Retrieval

2022

Segmentation of lung airways based on deep learning methods

Wenjun Tan, Pan Liu, Xiaoshuo Li, Shaoxun Xu, Yufei Chen, Jinzhu Yang

IET Image Processing

2022

Harnessing Deep Bladder Tumor Segmentation with Logical Clinical Knowledge

Xiao Min Huang, Xiaodong Yue, Zhikang Xu, Yufei Chen

Lecture notes in computer science

2021

Variational Synthesis Network for Generating Micro Computed Tomography from Cone Beam Computed Tomography

Xiaoyu Yang, Yufei Chen, Xiaodong Yue, Xiang Lin, Qi Zhang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2021

Deep Neural Networks with Prior Evidence for Bladder Cancer Staging

Xiaoqian Zhou, Xiaodong Yue, Zhikang Xu, Thierry Denœux, Yufei Chen

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2021

Local linear embedding based interpolation neural network in pancreatic tumor segmentation

Xiaoyu Yang, Yufei Chen, Xiaodong Yue, Chao Ma, Panpan Yang

Applied Intelligence

2021

Micro–Computed Tomography–Guided Artificial Intelligence for Pulp Cavity and Tooth Segmentation on Cone-beam Computed Tomography

Xiang Lin, Yujie Fu, Genqiang Ren, Xiaoyu Yang, Wei Duan, Yufei Chen, Qi Zhang

Journal of Endodontics

2021

Analysis of segmentation of lung parenchyma based on deep learning methods

Wenjun Tan, Peifang Huang, Xiaoshuo Li, Genqiang Ren, Yufei Chen, Jinzhu Yang

Journal of X-Ray Science and Technology

2021

Automated vessel segmentation in lung CT and CTA images via deep neural networks

Wenjun Tan, Lu‐Yu Zhou, Xiaoshuo Li, Xiaoyu Yang, Yufei Chen, Jinzhu Yang

Journal of X-Ray Science and Technology

2021

Integrating General and Specific Priors into Deep Convolutional Neural Networks for Bladder Tumor Segmentation

Xiao Min Huang, Xiaodong Yue, Zhikang Xu, Yufei Chen

2021

Three-Way Image Classification with Evidential Deep Convolutional Neural Networks

Xiaodong Yue, Yufei Chen, Bin Yuan, Ying Lv

Cognitive Computation

2021

Robust feature matching using guided local outlier factor

Gang Wang, Yufei Chen

Pattern Recognition

2021

Refined tooth and pulp segmentation using U-Net in CBCT image

Wei Duan, Yufei Chen, Qi Zhang, Xiang Lin, Xiaoyu Yang

Dentomaxillofacial Radiology

2021

Deep Evidential Fusion Network for Image Classification

Shaoxun Xu, Yufei Chen, Chao Ma, Xiaodong Yue

Lecture notes in computer science

2020

Integrating Diagnosis Rules into Deep Neural Networks for Bladder Cancer Staging

Cheng Zhang, Xiaodong Yue, Yufei Chen, Ying Lv

Proceedings of the ... ACM International Conference on Information & Knowledge Management

2020

SCM: Spatially Coherent Matching With Gaussian Field Learning for Nonrigid Point Set Registration

Gang Wang, Yufei Chen

IEEE Transactions on Neural Networks and Learning Systems

2020

Superpixel via coarse-to-fine boundary shift

Xiang Wu, Yufei Chen, Xianhui Liu, Jianan Shen, Keqiang Zhuo, Weidong Zhao

Applied Intelligence

2020

Deep pancreas segmentation with uncertain regions of shadowed sets

Haiyan Zheng, Yufei Chen, Xiaodong Yue, Chao Ma, Xianhui Liu, Panpan Yang, Jianping Lu

Magnetic Resonance Imaging

2019

Deep Interactive Segmentation of Uncertain Regions with Shadowed Sets

Haiyan Zheng, Yufei Chen, Xiaodong Yue, Chao Ma

2019

Robust point set registration method based on global structure and local constraints

Kai Yang, Yufei Chen, Haotian Zhang, Xianhui Liu, Weidong Zhao

Digital Medicine

2019

Computer-aided pancreas segmentation based on 3D GRE Dixon MRI: a feasibility study

Xiaoliang Gong, Chao Ma, Panpan Yang, Yufei Chen, Chaolin Du, Caixia Fu, Jianping Lu

Acta Radiologica Open

2018

MIAC: Mutual-Information Classifier with ADASYN for Imbalanced Classification

Yanyu Cao, Xiaodong Zhao, Zhiping Zhou, Yufei Chen, Xianhui Liu, Yongming Lang

International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)

2018

Classification of Pancreatic Tumors based on MRI Images using 3D Convolutional Neural Networks

Xuan Chen, Yufei Chen, Chao Ma, Xianhui Liu, Xin Tang

2018

Non-Rigid Point Set Registration via Gaussians Mixture Model with Local Constraints

Kai Yang, Xianhui Liu, Yufei Chen, Haotian Zhang, Weidong Zhao

2018

An Automated Point Set Registration Framework for Multimodal Retinal Image

Haotian Zhang, Xianhui Liu, Gang Wang, Yufei Chen, Weidong Zhao

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition

2018

Feature Selection Ensemble for Symbolic Data Classification with AHP

Meiqian Wang, Xiaodong Yue, Can Gao, Yufei Chen

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition

2018

Square Root Based Activation Function in Neural Networks

Xiaoyu Yang, Yufei Chen, Haiquan Liang

International Conference on Audio, Language and Image Processing

2018

A graph based superpixel generation algorithm

Xiang Wu, Xianhui Liu, Yufei Chen, Jianan Shen, Weidong Zhao

Applied Intelligence

2018

Mutual-Information-SMOTE: A Cost-Free Learning Method for Imbalanced Data Classification

Ying Chen, Yufei Chen, Yufei Chen, Yufei Chen, Xianhui Liu, Weidong Zhao

Communications in computer and information science

2017

Abstention-SMOTE

Cheng Zhang, Yufei Chen, Xianhui Liu, Xiaodong Zhao

2017

Gaussian field consensus: A robust nonparametric matching method for outlier rejection

Gang Wang, Yufei Chen, Xiangwei Zheng

Pattern Recognition

2017

Fuzzy correspondences guided Gaussian mixture model for point set registration

Gang Wang, Yufei Chen

Knowledge-Based Systems

2017

Ensemble of active contour based image segmentation

Wei Xu, Xiaodong Yue, Yufei Chen, Marek Reformat

Proceedings - International Conference on Image Processing

2017

Threshold algorithm for pancreas segmentation in Dixon water magnetic resonance images

Xiaoying Shan, Chaolin Du, Yufei Chen, Asoke Kumar Nandi, Xiaoliang Gong, Chao Ma, Panpan Yang

International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)

2017

Three-way decision support for diagnosis on focal liver lesions

Yufei Chen, Xiaodong Yue, Hamido Fujita, Siyuan Fu

Knowledge-Based Systems

2017

Robust Non-Rigid Point Set Registration Using Spatially Constrained Gaussian Fields

Gang Wang, Qiangqiang Zhou, Yufei Chen

IEEE Transactions on Image Processing

2017

Efficient Neighborhood Covering Reduction with Submodular Function Optimization

Qiang Chen, Xiaodong Yue, Jie Zhou, Yufei Chen

Lecture notes in computer science

2016

Region scalable active contour model with global constraint

Yufei Chen, Xiaodong Yue, Richard Yi Da Xu, Hamido Fujita

Knowledge-Based Systems

2016

Tri-partition neighborhood covering reduction for robust classification

Xiaodong Yue, Yufei Chen, Duoqian Miao, Jin Qian

International Journal of Approximate Reasoning

2016

Saliency-based image quality assessment metric

Qiangqiang Zhou, Xianhui Liu, Lin Zhang, Weidong Zhao, Yufei Chen

International Conference on Systems and Informatics (ICSAI)

2016

Covering reduction of tri-partition neighborhoods

Xiaodong Yue, Wei Feng Huang, Caiming Zhong, Yufei Chen

International Conference on Signal Processing

2016

Removing mismatches for retinal image registration via multi-attribute-driven regularized mixture model

Gang Wang, Zhicheng Wang, Yufei Chen, Qiangqiang Zhou, Weidong Zhao

Information Sciences

2016

Learning coherent vector fields for robust point matching under manifold regularization

Gang Wang, Zhicheng Wang, Yufei Chen, Xianhui Liu, Yingchun Ren, Peng Lei

Neurocomputing

2016

Context-Aware Gaussian Fields for Non-rigid Point Set Registration

Gang Wang, Zhicheng Wang, Yufei Chen, Qiangqiang Zhou, Weidong Zhao

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

2016

Sparsity preserving discriminative learning with applications to face recognition

Yingchun Ren, Zhicheng Wang, Yufei Chen, Xiaoying Shan, Weidong Zhao

Journal of Electronic Imaging

2015

An automatic panoramic image mosaic method based on graph model

Zhicheng Wang, Yufei Chen, Zewei Zhu, Weidong Zhao

Multimedia Tools and Applications

2014

S-KA histogram based transfer function for volume rendering

Jianfeng Chen, Yufei Chen, Xiaodong Zhao, Xiaodong Yue, Wei Li

IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC)

2014

An Improved Decimation of Triangle Meshes Based on Curvature

Wei Li, Yufei Chen, Zhicheng Wang, Weidong Zhao, Lin Chen

Lecture notes in computer science

2012

Liver Segmentation in CT Images for Intervention Using a Graph-Cut Based Model

Yufei Chen, Weidong Zhao, Qidi Wu, Zhicheng Wang, Jinyong Hu

Lecture notes in computer science

2012

Grassmannian Manifolds Discriminant Analysis Based on Low-Rank Representation for Image Set Matching

Xuan Lv, Gang Chen, Zhicheng Wang, Yufei Chen, Weidong Zhao

Communications in computer and information science

2011

A Thinning-based Liver Vessel Skeletonization Method

Yufei Chen, Klaus Drechsler, Weidong Zhao, Cristina Oyarzun Laura

2011

Liver Vessel Tree Generation Based on Skeletonization and Graph Representation

Yufei Chen, Klaus Drechsler, Weidong Zhao, Cristina Oyarzun Laura

International Conference on Bioinformatics and Biomedical Engineering

2011

Roughness Approach to Color Image Segmentation through Smoothing Local Difference

Xiaodong Yue, Duoqian Miao, Yufei Chen, Hongzhong Chen

Lecture notes in computer science

2009

Liver Segmentation from CT Images Based on Region Growing Method

Yufei Chen, Zhicheng Wang, Weidong Zhao, Xiaochun Yang

International Conference on Bioinformatics and Biomedical Engineering

2009

Liver Segmentation in CT Images Using Chan-Vese Model

Yufei Chen, Zhicheng Wang, Weidong Zhao

2007

Segmentation of serial CT images based on an improved Mumford-Shah model

Yufei Chen, Weidong Zhao, Zhicheng Wang

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

会议论文

2019

Research on Semantic Segmentation of Portraits Based on Improved Deeplabv3+

Kaihui Zhang, Xianhui Liu, Yufei Chen

Proceedings of International Conference on AI and Big Data Application(AIBDA 2019)

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