范自柱｜上海电力大学｜学者主页

2026

Multi-view subspace clustering via low-rank consensus projection matrix

Qing Zeng, Yue Yu, Wei Zhang, Zizhu Fan

International Journal of Data Science and Analysis

DOI

2026

Deep multimodal fuzzy neural network for abnormal recognition in industrial furnaces

Chao Xi, Shui-Xiang Liu, Silong Qing, Zhi-Cheng Wang, Zizhu Fan

Signal, Image and Video Processing

DOI

2026

CAT: Cross-Attention Adapter Transformer for RGB-Thermal Object Tracking

Anqi Bian, Man Xu, Zizhu Fan, Xinyu Yang, Ji Xu, Yufei Zhang

International Conference on Computer Supported Cooperative Work in Design

DOI

2026

SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection

Shuo Zhang, Jia-Ming Huang, Wenbin Tang, Jing Liu, Li Han, Jiandun Li, Hong-Chun Yuan, Zizhu Fan

AAAI Conference on Artificial Intelligence

DOI

2026

A Collaborative Detection-and-Tracking Framework for Small-to-Medium Targets: Integrating YOLOv10c and PAAFTrack

Bing-Tao Wang, Man Xu, Zizhu Fan

International Conference on Computer Supported Cooperative Work in Design

DOI

2026

Robust TSK Fuzzy Classification Through Intuitionistic Label Denoising and Confidence-Aware Self-Training

Silong Qin, Zizhu Fan, Chao Xi

Proceedings of the 2nd International Conference on Digital Management and Information Technology

DOI

2025

基于视觉属性的多模态可解释图像分类方法

王辉，黄宇廷，夏玉婷，范自柱，罗国亮，杨辉

《自动化学报》

DOI

2025

Mixed Modality Generation and Hierarchical Feature Aggregation for Visible-Infrared Person Re-Identification

Long Chen, Hui Wang, Wei Zhang, Ke-tai Wei, Zizhu Fan

IET Image Processing

DOI

2025

HCETrack: Visual Tracking with Historical Context Information and Feature Enhancement

Xinyu Yang, Man Xu, Zizhu Fan

IEEE International Conference on Systems, Man and Cybernetics

DOI

2025

Deep Neuro-Fuzzy Systems: Integration, Challenges, and Future Directions

Chao Xi, Jia-Le Liu, Zhi-Qiang Wei, Silong Qin, Zhi-Cheng Wang, Zizhu Fan

2025 International Conference on New Trends in Computational Intelligence (NTCI)

DOI

2025

Retrieval-Enhanced Low-Rank Adaptation for Biometric Image Generation

Lanlan Wang, Zizhu Fan, Chuanlin Zhang

2025 10th International Conference on Computer and Information Processing Technology (ISCIPT)

DOI

2024

基于模糊超图神经网络的节点分类方法

熊婉悦，徐峰，黄宇廷，韩星宇，范自柱

《华东交通大学学报》

2024

基于双注意力机制的可见光-红外行人重识别

魏克铭，韩星宇，王辉，范自柱

《华东交通大学学报》

2024

基于深度学习的铁路异物侵限快速检测方法

王辉，姜朱丰，吴雨杰，范自柱，罗国亮，杨辉

《铁道科学与工程学报》

2024

基于非对称卷积的多车道线检测方法

郭心悦，韩星宇，习超，王辉，范自柱

《计算机工程与设计》

2024

Multiview Adaptive K-Nearest Neighbor Classification

Zizhu Fan, Yijing Huang, Chao Xi, Qiang Liu

IEEE Transactions on Artificial Intelligence

DOI

2023

基于深度学习的铁路限界快速检测算法

王辉，吴雨杰，范自柱，杨辉

《铁道科学与工程学报》

2023

基于空间弱化和通道增强注意力的行人重识别

符进武，石林瑞，黄祎婧，郭心悦，范自柱

《计算机工程与设计》

2023

Disturbance Robust Abnormality Diagnosis of Fused Magnesium Furnaces Using Deep Neural Networks

Qiang Liu, Yang Zhang, Gaochang Wu, Zizhu Fan

IEEE Transactions on Artificial Intelligence

DOI

2023

Kernel Fisher Dictionary Transfer Learning

Linrui Shi, Zheng Zhang, Zizhu Fan, Chao Xi, Zhengming Li, Gaochang Wu

ACM Transactions on Knowledge Discovery from Data

DOI

2023

DLVR-NWP: A Novel Data-Driven Bearing Degradation Model for RUL Estimation

Qiang Liu, Yijie Zhang, Xiao-Sheng Si, Zizhu Fan

IEEE Transactions on Instrumentation and Measurement

DOI

2023

Semi-Supervised Multiview Fuzzy Broad Learning

Chao Xi, Cheng Peng, Zizhu Fan, Qiang Liu, Hui Wang

Social Science Research Network

DOI

2022

Incomplete multi-modal brain image fusion for epilepsy classification

Qi Zhu, Huijie Li, Haizhou Ye, Zhi-Qiang Zhang, Ran Wang, Zizhu Fan, Dao-Qiang Zhang

Information Sciences

DOI

2022

Real Time Power Equipment Meter Recognition Based on Deep Learning

Zizhu Fan, Linrui Shi, Chao Xi, Hui Wang, Song Wang, Gaochang Wu

IEEE Transactions on Instrumentation and Measurement

DOI

2021

一种基于多尺度特征融合的人头计数检测方法研究

张泓，范自柱，石林瑞，符进武

《华东交通大学学报》

DOI

2021

粗糙集最优近似的动态更新方法

罗来鹏，范自柱

《深圳大学学报(理工版)》

2021

特征空间中基于半遗传稀疏表示的图像识别

石林瑞，黄祎婧，符进武，郭心悦，范自柱

《智能科学与技术学报》

2021

Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition

Zizhu Fan, Linrui Shi, Qiang Liu, Zhengming Li, Zheng Zhang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

A survey of crowd counting and density estimation based on convolutional neural network

Zizhu Fan, Hong Zhang, Zheng Zhang, Guang-Ming Lu, Yudong Zhang, Yaowei Wang

Neurocomputing

DOI

2020

基于 W- Net 的高分辨率遥感卫星图像分割

Zizhu Fan, Song Wang, Hong Zhang, Linrui Shi, Jin-Wu Fu, Zheng-Ming Li

DOI

2020

特征空间中的拓展稀疏人脸识别

张泓，范自柱，王松，李争名

《重庆大学学报》

2020

An Effective Lunar Crater Recognition Algorithm Based on Convolutional Neural Network

Song Wang, Zizhu Fan, Zheng-Ming Li, Hong Zhang, Chao Wei

Remote Sensing

DOI

2019

基于深度学习的农作物病害检测

魏超，范自柱，张泓，王松

《江苏大学学报(自然科学版)》

2019

粗糙集中几种粒结构的代数关系

罗来鹏，范自柱

《华侨大学学报(自然科学版)》

2019

Fast kernel sparse representation based classification for Undersampling problem in face recognition

Zizhu Fan, Chao Wei

Multimedia tools and applications

DOI

2018

最优近似粗糙集

罗来鹏，刘二根，范自柱

《河南科技大学学报(自然科学版)》

2018

基于面积稳定性与形状属性的杆状区域分割

蒋先刚，何晓岭，范自柱

《计算机应用研究》

2018

粪便镜检图像中红白细胞的分割与识别方法

蒋先刚，何晓岭，范自柱

《计算机工程与应用》

2018

最优近似粗糙集的矩阵计算

罗来鹏，刘二根，范自柱

《华东交通大学学报》

2018

Virtual dictionary based kernel sparse representation for face recognition

Zizhu Fan, Da Zhang, Xin Wang, Qi Zhu, Yuan-Fang Wang

Pattern Recognition

DOI

2018

An interactively constrained discriminative dictionary learning algorithm for image classification

Zhengming Li, Zheng Zhang, Zizhu Fan, Jie Wen

Engineering applications of artificial intelligence

DOI

2017

基于HOFHOG和RDF的火灾区域探测

蒋先刚，范自柱，张盼盼

《计算机工程与设计》

2017

火焰颜色及动态特征的选择和探测方法

蒋先刚，张盼盼，范自柱

《数据采集与处理》

2016

基于HOFHOG特征词袋和RF的火灾区域探测

蒋先刚，范自柱，张盼盼

《计算机应用研究》

2016

Using Feature Correlation Measurement to Improve the Kernel Minimum Squared Error Algorithm

Zizhu Fan, Zuo-Yong Li

Chinese Conference on Pattern Recognition

DOI

2016

Individualized learning for improving kernel Fisher discriminant analysis

Zizhu Fan, Yong Xu, Ming Ni, Xiaozhao Fang, David Zhang

Pattern Recognition

DOI

2016

HOFHOG 特征詞袋とRFに基づく火災領域検出【JST・京大機械翻訳】

Xiangang Jiang, Zizhu Fan, Pan-Pan Zhang

2016

An efficient sparse representation based classification for undersampled face recognition

Zizhu Fan, Lipan Kang, Zuo-Yong Li

IEEE Congress on Evolutionary Computation

DOI

2015

L0-norm sparse representation based on modified genetic algorithm for face recognition

Zizhu Fan, Ming Ni, Qi Zhu, Chengli Sun, Lipan Kang

Journal of Visual Communication and Image Representation

DOI

2015

Weighted sparse representation for face recognition

Zizhu Fan, Ming Ni, Qi Zhu, Ergen Liu

Neurocomputing

DOI

2015

Manifold discriminant regression learning for image classification

Yu-Wu Lu, Zhi-Hui Lai, Zizhu Fan, Jinrong Cui, Qi Zhu

Neurocomputing

DOI

2015

Appearance-based bidirectional representation for palmprint recognition

Jinrong Cui, Jiajun Wen, Zizhu Fan

Multimedia tools and applications

DOI

2015

Flame detection based on temporal-spatial block covariance matrix fusion features

Xiangang Jiang, Pan-Pan Zhang, Zizhu Fan

International Congress on Image and Signal Processing

DOI

2015

Matrix Based Feature Measurement and Extraction for Face Recognition

Qinping Zhu, Jinrong Cui, Zizhu Fan

DOI

2015

Erratum to: Appearance-based bidirectional representation for palmprint recognition

Jinrong Cui, Jiajun Wen, Zizhu Fan

Multimedia tools and applications

DOI

2015

Fast Sparse Representation Classification Using Transfer Learning

Qi Zhu, Baisheng Dai, Zizhu Fan, Zeyu Zhang

International Conference on Communication, Computing & Security

DOI

2015

Individualized boosting learning for classification

Zizhu Fan, Ming Ni

DOI

2014

Locality and similarity preserving embedding for feature selection

Xiaozhao Fang, Yong Xu, Xue-Long Li, Zizhu Fan, Hong Liu, Yan Chen

Neurocomputing

DOI

2014

Modified Principal Component Analysis: An Integration of Multiple Similarity Subspace Models

Zizhu Fan, Yong Xu, W. Zuo, Jian Yang, Jin-Hui Tang, Zhi-Hui Lai, David Zhang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2014

An efficient KPCA algorithm based on feature correlation evaluation

Zizhu Fan, Jinghua Wang, Baogen Xu, Peng-Zhi Tang

Neural computing & applications (Print)

DOI

2014

Kernel sparse representation based classification for undersampled problem

Zizhu Fan, Ming Ni, Qi Zhu, Yu-Wu Lu

International Conference on Smart Computing

DOI

2013

Coarse to fine K nearest neighbor classifier

Yong Xu, Qi Zhu, Zizhu Fan, Minna Qiu, Yan Chen, Hong Liu

Pattern Recognition Letters

DOI

2013

A sparse representation method of bimodal biometrics and palmprint recognition experiments

Yong Xu, Zizhu Fan, Minna Qiu, David Zhang, Jing-Yu Yang

Neurocomputing

DOI

2013

From the idea of "sparse representation" to a representation-based transformation method for feature extraction

Yong Xu, Qi Zhu, Zizhu Fan, Yaowu Wang, Jeng-Shyang Pan

Neurocomputing

DOI

2013

Principal Component Analysis Integrating Mahalanobis Distance for Face Recognition

Zizhu Fan, Ming Ni, Mei-Bo Sheng, Ze-Jiu Wu, Baogen Xu

2013 Second International Conference on Robot, Vision and Signal Processing

DOI

2013

Novel Matrix Based Feature Extraction Method for Face Recognition Using Gaborface Features

Qi Zhu, Yong Xu, Yu-Wu Lu, Jiajun Wen, Zizhu Fan, Zhengming Li

International Conference on Genetic and Evolutionary Computing

DOI

2013

Improved Minimum Squared Error Algorithm with Applications to Face Recognition

Qi Zhu, Zhengming Li, Jinxing Liu, Zizhu Fan, Lei Yu, Yan Chen

PLoS ONE

DOI

2013

Design and Implementation of a Bimodal Face Recognition System

Yong Xu, Jian Yang, Jiajie Xu, Qi Zhu, Zizhu Fan

Sino-foreign-interchange Workshop on Intelligent Science and Intelligent Data Engineering

DOI

2013

Using the idea of the sparse representation to perform coarse-to-fine face recognition

Yong Xu, Qi Zhu, Zizhu Fan, David Zhang, Jian-Xun Mi, Zhi-Hui Lai

Information Sciences

DOI

2013

Local minimum squared error for face and handwritten character recognition

Zizhu Fan, Jinghua Wang, Qi Zhu, Xiaozhao Fang, Jinrong Cui, Chun-Hua Li

J. Electronic Imaging

DOI

2012

Supervised sparse representation method with a heuristic strategy and face recognition experiments

Yong Xu, W. Zuo, Zizhu Fan

Neurocomputing

DOI

2012

Feature space-based human face image representation and recognition

Yong Xu, Zizhu Fan, Qi Zhu

DOI

2011

一种快速KMSE算法及其在异常入侵检测中的应用

范自柱，徐勇，徐保根，朱旗

《哈尔滨工业大学学报》

2011

Local Linear Discriminant Analysis Framework Using Sample Neighbors

Zizhu Fan, Yong Xu, David Zhang

IEEE Transactions on Neural Networks

DOI

2011

Weighted Principal Component Analysis

Zizhu Fan, Ergen Liu, Baogen Xu

Artificial Intelligence and Computational Intelligence

DOI

2011

A fast KMSE algorithm and its application on anomaly intrusion detection

Zizhu Fan

2011

Comparing Dynamic PSO Algorithms for Adapting Classifier Ensembles in Video-Based

Zizhu Fan, Baogen Xu

2010

An Automatic Index Validity for Clustering

Zizhu Fan, Xiangang Jiang, Baogen Xu, Zhaofeng Jiang

International Conference on Swarm Intelligence

DOI

2008

A New Unsupervised Approach to Face Recognition

Zizhu Fan, Ergen Liu

International Conference on Intelligent Computing

DOI

2007

基于图像分割的图像检索新方法

范自柱

《华东交通大学学报》

2007

互信息在图像检索中的应用

范自柱，刘二根，徐保根

《电子科技大学学报》

2007

Image Retrieval Based on Image Segmentation

Zizhu Fan

2006

基于相似度的图像变形效果的客观度量方法

范自柱

《华东交通大学学报》

2006

Approach to Evaluate Objective Effect of Image Morphing

Zizhu Fan

2006

Evaluation of Objective Effect Image Morphing Based on Similarity

Zizhu Fan

2005

二维物体渐变技术综述

范自柱

《科技广场》

2005

一种新的二维形状渐变技术

范自柱

《计算机应用与软件》

2005

基于内容的图像检索技术综述

范自柱

《华东交通大学学报》

2003

连分式在二维物体渐变中的应用

范自柱

《合肥工业大学》

2002

一种基于元球模型的波浪模拟

范自柱，檀结庆

《合肥工业大学学报(自然科学版)》

Research on Flame Detection Method by Fusion Feature and Sparse Representation Classification

Xiangang Jiang, Chuanxiu Hu, Zizhu Fan, Pan-Pan Zhang

DOI

A dynamic approach for updating the optimal approximation of rough set

Laipeng Luo, Zizhu Fan

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING

DOI

精选作品

期刊论文

Multi-view subspace clustering via low-rank consensus projection matrix

Deep multimodal fuzzy neural network for abnormal recognition in industrial furnaces

CAT: Cross-Attention Adapter Transformer for RGB-Thermal Object Tracking

SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection

A Collaborative Detection-and-Tracking Framework for Small-to-Medium Targets: Integrating YOLOv10c and PAAFTrack

Robust TSK Fuzzy Classification Through Intuitionistic Label Denoising and Confidence-Aware Self-Training

基于视觉属性的多模态可解释图像分类方法

Mixed Modality Generation and Hierarchical Feature Aggregation for Visible-Infrared Person Re-Identification

HCETrack: Visual Tracking with Historical Context Information and Feature Enhancement

Deep Neuro-Fuzzy Systems: Integration, Challenges, and Future Directions

Retrieval-Enhanced Low-Rank Adaptation for Biometric Image Generation

基于模糊超图神经网络的节点分类方法

基于双注意力机制的可见光-红外行人重识别

基于深度学习的铁路异物侵限快速检测方法

基于非对称卷积的多车道线检测方法

Multiview Adaptive K-Nearest Neighbor Classification

基于深度学习的铁路限界快速检测算法

基于空间弱化和通道增强注意力的行人重识别

Disturbance Robust Abnormality Diagnosis of Fused Magnesium Furnaces Using Deep Neural Networks

Kernel Fisher Dictionary Transfer Learning

DLVR-NWP: A Novel Data-Driven Bearing Degradation Model for RUL Estimation

Semi-Supervised Multiview Fuzzy Broad Learning

Incomplete multi-modal brain image fusion for epilepsy classification

Real Time Power Equipment Meter Recognition Based on Deep Learning

一种基于多尺度特征融合的人头计数检测方法研究

粗糙集最优近似的动态更新方法

特征空间中基于半遗传稀疏表示的图像识别

Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition

A survey of crowd counting and density estimation based on convolutional neural network

基于 W- Net 的高分辨率遥感卫星图像分割

特征空间中的拓展稀疏人脸识别

An Effective Lunar Crater Recognition Algorithm Based on Convolutional Neural Network

基于深度学习的农作物病害检测

粗糙集中几种粒结构的代数关系

Fast kernel sparse representation based classification for Undersampling problem in face recognition

最优近似粗糙集

基于面积稳定性与形状属性的杆状区域分割

粪便镜检图像中红白细胞的分割与识别方法

最优近似粗糙集的矩阵计算

Virtual dictionary based kernel sparse representation for face recognition

An interactively constrained discriminative dictionary learning algorithm for image classification

基于HOFHOG和RDF的火灾区域探测

火焰颜色及动态特征的选择和探测方法

基于HOFHOG特征词袋和RF的火灾区域探测

Using Feature Correlation Measurement to Improve the Kernel Minimum Squared Error Algorithm

Individualized learning for improving kernel Fisher discriminant analysis

HOFHOG 特征詞袋とRFに基づく火災領域検出【JST・京大機械翻訳】

An efficient sparse representation based classification for undersampled face recognition

L0-norm sparse representation based on modified genetic algorithm for face recognition

Weighted sparse representation for face recognition

Manifold discriminant regression learning for image classification

Appearance-based bidirectional representation for palmprint recognition

Flame detection based on temporal-spatial block covariance matrix fusion features

Matrix Based Feature Measurement and Extraction for Face Recognition

Erratum to: Appearance-based bidirectional representation for palmprint recognition

Fast Sparse Representation Classification Using Transfer Learning

Individualized boosting learning for classification

Locality and similarity preserving embedding for feature selection

Modified Principal Component Analysis: An Integration of Multiple Similarity Subspace Models

An efficient KPCA algorithm based on feature correlation evaluation

Kernel sparse representation based classification for undersampled problem

Coarse to fine K nearest neighbor classifier

A sparse representation method of bimodal biometrics and palmprint recognition experiments

From the idea of "sparse representation" to a representation-based transformation method for feature extraction

Principal Component Analysis Integrating Mahalanobis Distance for Face Recognition

Novel Matrix Based Feature Extraction Method for Face Recognition Using Gaborface Features

Improved Minimum Squared Error Algorithm with Applications to Face Recognition

Design and Implementation of a Bimodal Face Recognition System

Using the idea of the sparse representation to perform coarse-to-fine face recognition

Local minimum squared error for face and handwritten character recognition

Supervised sparse representation method with a heuristic strategy and face recognition experiments

Feature space-based human face image representation and recognition

一种快速KMSE算法及其在异常入侵检测中的应用

Local Linear Discriminant Analysis Framework Using Sample Neighbors

Weighted Principal Component Analysis

A fast KMSE algorithm and its application on anomaly intrusion detection

Comparing Dynamic PSO Algorithms for Adapting Classifier Ensembles in Video-Based

An Automatic Index Validity for Clustering