百晓学者学者目录

刘云鹏

教授、硕士生导师,宁波工程学院

精选作品

期刊论文

2026

基于深度强化学习的路径规划算法综述

黄鑫,张志佳,孙平,唐延东,刘云鹏

《机器人》

2026

基于改进梯度加权类激活映射图的GIS绝缘缺陷诊断可解释性提升

范澜珊,刘云鹏,赵涛,闫泽玉

《华北电力大学学报(自然科学版)》

2026

Multimodal Remote Sensing Image Registration via Radiometric-Agnostic Geometric Discrepancy Estimation

Xin-Yu Gong, Fa-Ling Chen, Yunpeng Liu, Zelin Shi

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2026

Visible and infrared image registration based on deep geometric similarity evaluation

Xin-Yu Gong, Fa-Ling Chen, Yunpeng Liu

Global Intelligent Industry Conference

2026

Integrated non-invasive aging diagnosis and bidirectional long short-term memory network for accurate state-of-health prediction of sodium-ion batteries

Wenting Xu, Ping Yin, Mei Li, Yunpeng Liu, Enlai Hu, Jing Zhang, Zhi-Yu Mao, Zhong-Wei Chen

Journal of Energy Storage

2026

Prompt-guided large language model for estimating the state of charge of containerized lithium-ion battery energy storage systems

Yunpeng Liu, Zhi-Yu Mao, Zhong-Wei Chen

Journal of Energy Storage

2025

AHWCN: An interpretable attention-guided hierarchical wavelet convolutional network for rotating machinery intelligent fault diagnosis

Tao Zeng, Hongkai Jiang, Yunpeng Liu, Yan Bai

Expert Systems With Applications,Vol. 272

2025

FCDN:一种新的多重注意力机制的轻量化红外弱小目标检测算法

王国刚,肖峰,刘云鹏

《信息与控制》

2025

基于融合Swin Transformer网络的腰椎解剖区域自动分割方法

张英迪,史泽林,王欢,崔少千,张磊,刘嘉琛,单修祺,刘云鹏,赵恩波

《信息与控制》

2025

Deep Learning-Powered Lifetime Prediction for Lithium-Ion Batteries Based on Small Amounts of Charging Cycles

Yunpeng Liu, Moin Ahmed, Jiangtao Feng, Zhi-Yu Mao, Zhong-Wei Chen

IEEE Transactions on Transportation Electrification

2025

Gradient-Guided Learning Network for Infrared Small Target Detection

Jinmiao Zhao, Chuan Yu, Zelin Shi, Yunpeng Liu, Yingdi Zhang

IEEE Geoscience and Remote Sensing Letters

2025

An Unsupervised Domain Adaptation Framework for Cross-Conditions State of Charge Estimation of Lithium-Ion Batteries

Yunpeng Liu, Moin Ahmed, Jiangtao Feng, Zhi-Yu Mao, Zhong-Wei Chen

IEEE Transactions on Transportation Electrification

2025

A Federated Transfer Learning Framework for Lithium-Ion Battery State of Health Estimation Based on Fast-Charging Segments

Yunpeng Liu, Moin Ahmed, Jiangtao Feng, Zhi-Yu Mao, Zhong-Wei Chen

IEEE Transactions on Transportation Electrification

2024

基于YOLOV3改进的算法在对地目标检测中的应用

王奕然,王国刚,刘云鹏

《沈阳化工大学学报》

2024

基于轻量级卷积神经网络的复合绝缘子憎水性诊断方法研究

马子儒,刘云鹏,裴少通,张功浩,杨家骏

《高压电器》

2024

低秩自适应微调的一阶段红外目标跟踪

代宇航,刘乔,袁笛,范娜娜,刘云鹏

《红外与激光工程》

2024

几何联合分段亮度的线阵图像配准

房磊,史泽林,刘云鹏,李晨曦,赵恩波,张英迪

《中国图象图形学报》

2024

Neurofibroma detection using joint imaging genomics and ensemble learning

Yunpeng Liu, Yupeng Zhuo, Ying Wang, Kaifeng Gan, Dongquan Liu

Applied and Computational Engineering

2024

Comparative Analysis of Computational Times of Lithium-Ion Battery Management Solvers and Battery Models Under Different Programming Languages and Computing Architectures

Moin Ahmed, Zhi-Yu Mao, Yunpeng Liu, Ai-Ping Yu, M. Fowler, Zhong-Wei Chen

Batteries

2024

A hybrid deep learning approach for remaining useful life prediction of lithium-ion batteries based on discharging fragments

Yunpeng Liu, Bo Hou, Moin Ahmed, Zhi-Yu Mao, Jiang-Tao Feng, Zhong-Wei Chen

Applied Energy

2023

Interpretable data-augmented adversarial variational autoencoder with sequential attention for imbalanced fault diagnosis

Yunpeng Liu, Hongkai Jiang, Renhe Yao, Hongxuan Zhu

Journal Of Manufacturing Systems,Vol. 710

2023

Digital twin-assisted multiscale residual-self-attention feature fusion network for hypersonic flight vehicle fault diagnosis

Yutong Dong, Hongkai Jiang, Zhenghong Wu, Qiao Yang, Yunpeng Liu

Reliability Engineering & System Safety,Vol. 235

2023

图像增强下基于生成对抗网络和卷积神经网络的CT与MRI融合方法

刘云鹏,李瑾,王宇,蔡文立,陈飞,刘文洁,毛显昊,干开丰,王仁芳,孙德超,邱虹,刘邦权

《生物医学工程学杂志》

2023

深度学习与影像自动化评估的肾肿瘤剜除术难度预分析

刘云鹏,吴铁林,蔡文立,王仁芳,孙德超,干开丰,李瑾,金冉,邱虹,徐惠霞

《中国图象图形学报》

2023

Dual-Domain Prior-Driven Deep Network for Infrared Small-Target Detection

Yutong Hao, Yunpeng Liu, Jinmiao Zhao, Chuan Yu

Remote Sensing

2023

Efficient Feature Relation Learning Network for Cross-Spectral Image Patch Matching

Chuan Yu, Jinmiao Zhao, Yunpeng Liu, Shuhang Wu, Chenxi Li

IEEE Transactions on Geoscience and Remote Sensing

2023

Saliency Detection Based on Low-Level and High-Level Features via Manifold-Space Ranking

Xiaoli Li, Yunpeng Liu, Huaici Zhao

Electronics

2023

A general geometric transformation model for line-scan image registration

Lei Fang, Zelin Shi, Yunpeng Liu, Chenxi Li, Ming-Qi Pang, En-Bo Zhao

EURASIP Journal on Advances in Signal Processing

2022

基于多尺度条件生成对抗网络的图像去模糊

王晨卿,荆涛,刘云鹏,陈颂,蒋晓瑜,闫兴鹏

《计算机工程与设计》

2022

基于深度学习的输变电设备紫外放电光斑分割方法

裴少通,杨家骏,马子儒,刘云鹏

《科学技术与工程》

2022

基于深度学习的红外图像中劣化绝缘子片的分割方法

刘云鹏,张喆,裴少通,武建华,梁利辉,马子儒

《电测与仪表》

2022

J-MSF:一种新的多通道多尺度红外弱小目标检测算法

王国刚,孙召进,刘云鹏

《红外与激光工程》

2022

Precise and Fast Segmentation of Offshore Farms in High-Resolution SAR Images Based on Model Fusion and Half-Precision Parallel Inference

Chuang Yu, Yunpeng Liu, Xin Xia, Deyan Lan, Xin Liu, Shuhang Wu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2022

Accurate segmentation of remote sensing cages based on U-Net and voting mechanism

Chuang Yu, Yunpeng Liu, Zhu-Hua Hu, Xin Xia

Other Conferences

2022

The Geometric Transformation Model of Two Views Based on the Line-Scan Camera Imaging Model

Lei Fang, Zelin Shi, Yunpeng Liu, Chenxi Li, En-Bo Zhao

International Conference on Intelligent Robotics and Applications

2022

Geometric transformation modeling for line-scan images under different camera poses

Lei Fang, Zelin Shi, Chenxi Li, Yunpeng Liu, En-Bo Zhao

Optical Engineering: The Journal of SPIE

2022

Pay Attention to Local Contrast Learning Networks for Infrared Small Target Detection

Chuang Yu, Yunpeng Liu, Shuhang Wu, Xin Xia, Zhu-Hua Hu, Deyan Lan, Xin Liu

IEEE Geoscience and Remote Sensing Letters

2022

Multi-branch Feature Difference Learning Network for Cross-Spectral Image Patch Matching

Chuan Yu, Yunpeng Liu, Chenxi Li, Lin Qi, Xin Xia, Tian-Ci Liu, Zhu-Hua Hu

IEEE Transactions on Geoscience and Remote Sensing

2021

采用空间注意力机制的红外弱小目标检测网络

鞠默然,罗海波,刘广琦,刘云鹏

《光学精密工程》

2021

基于卷积神经网络的变压器套管故障红外图像识别方法

刘云鹏,董王英,许自强,夏彦卫,高树国,赵军

《高压电器》

2021

基于多关键点信息融合与注意力机制的目标检测研究

刘云鹏

《东北师范大学》

2021

基于Mel频谱滤波和CNN的有载分接开关可听声辨识方法

韩帅,高飞,王博闻,刘云鹏,王康,吴达,张晨晨

《电网技术》

2021

Infrared small target detection based on divergence operator and nonlinear classifier

Tianlei Ma, Jia-Qi Wang, Zhen Yang, Xiangyang Ren, Yifan Song, Y. Ku, Yunpeng Liu, Dongshu Wang

Optical and quantum electronics

2021

Automatic lumbar spinal MRI image segmentation with a multi-scale attention network

Hai-Xing Li, Haibo Luo, Wang Huan, Zelin Shi, Chongnan Yan, Lanbo Wang, Yueming Mu, Yunpeng Liu

Neural computing & applications (Print)

2021

Image Saliency Detection via Multi-Feature and Manifold-Space Ranking

Xiaoli Li, Huaici Zhao, Yunpeng Liu

Asia Pacific Information Technology Conference

2021

Gradient field divergence-based small target detection in infrared images

Tian-Lei Ma, Zhen Yang, Jia-Qi Wang, Xiangyang Ren, Y. Ku, Jin-Zhu Peng, Yunpeng Liu

Optical and quantum electronics

2020

基于深度学习的变电站设备油液渗漏检测识别

武建华,梁利辉,张喆,刘云鹏,裴少通

《广东电力》

2020

深度学习结合影像组学的肝脏肿瘤CT分割

刘云鹏,刘光品,王仁芳,金冉,孙德超,邱虹,董晨,李瑾,洪国斌

《中国图象图形学报》

2020

黎曼几何在计算机视觉中的应用研究进展

史泽林,刘天赐,刘云鹏

《飞控与探测》

2020

基于背景约束与卷积特征的目标跟踪方法

王思奎,刘云鹏,亓琳,张钟毓,林智远

《计算机工程与应用》

2020

医学图像分割概述

张永朋,刘云鹏,王仁芳,孙德超,金冉,董晨

《电子世界》

2020

基于Mel时频谱-卷积神经网络的变压器铁芯夹件松动故障声纹模式识别

刘云鹏,罗世豪,王博闻,岳浩天,周旭东

《华北电力大学学报(自然科学版)》

2020

Multi-scale spatio-temporal context visual tracking algorithm based on target model adaptive update

Fa-Ling Chen, Qing-Hai Ding, Haibo Luo, Bin Hui, Zheng Chang, Yunpeng Liu

Applied Optics and Photonics China

2020

DAGN: A Real-Time UAV Remote Sensing Image Vehicle Detection Framework

Zhongyue Zhang, Yunpeng Liu, Tian-Ci Liu, Zhiyuan Lin, Sikui Wang

IEEE Geoscience and Remote Sensing Letters

2020

A metric based on saliency line feature extraction and connection for matching area selection

Haiyang Hua, Zelin Shi, Yunpeng Liu

Target Recognition and Artificial Intelligence Summit Forum

2020

Robust template matching algorithm with multi-feature using best-buddies similarity

Su-Peng Jiang, Xiang Wei, Yunpeng Liu

Target Recognition and Artificial Intelligence Summit Forum

2020

Object Detection Based on Multiple Information Fusion Net

Yanni Zhang, Jun Kong, Miao Qi, Yunpeng Liu, Jian-Zhong Wang, Ying-Hua Lu

Applied Sciences

2020

Dual efficient self-attention network for multi-target detection in aerial imagery

Sikui Wang, Yunpeng Liu, Zhiyuan Lin, Zhongyue Zhang

Target Recognition and Artificial Intelligence Summit Forum

2020

Single target tracking algorithm based on multi-feature fusion

Yang Yue, Guo-Gang Wang, Yunpeng Liu

Applied Optics and Photonics China

2019

人工智能驱动的数据分析技术在电力变压器状态检修中的应用综述

刘云鹏,许自强,李刚,夏彦卫,高树国

《高电压技术》

2019

基于相似矩阵盲源分离与卷积神经网络的局部放电超声信号深度学习模式识别方法

张重远,岳浩天,王博闻,刘云鹏,罗世豪

《电网技术》

2019

Foreground-Aware Based Spatiotemporal Correlation Filter Tracking Algorithm

Yue-Yang Yu, Ze-Lin Shi, Yunpeng Liu

Laser & Optoelectronics Progress

2019

Visualization of the Image Geometric Transformation Group Based on Riemannian Manifold

Tian-Ci Liu, Zelin Shi, Yunpeng Liu

IEEE Access

2019

Paraspinal Muscle Segmentation Based on Deep Neural Network

Hai-Xing Li, Haibo Luo, Yunpeng Liu

Italian National Conference on Sensors

2019

Supervised Dimensionality Reduction on Grassmannian for Image Set Recognition

Tian-Ci Liu, Zelin Shi, Yunpeng Liu

Neural Computation

2019

LumNet: A Deep Neural Network for Lumbar Paraspinal Muscles Segmentation

Yingdi Zhang, Zelin Shi, Huan Wang, Chongnan Yan, Lanbo Wang, Yueming Mu, Yunpeng Liu, Shuhang Wu, Tian-Ci Liu

Australasian Conference on Artificial Intelligence

2018

应用图像块和全卷积神经网络的肩关节MRI自动分割

刘云鹏,蔡文立,洪国斌,王仁芳,金冉

《中国图象图形学报》

2018

基于改进SSD的轻量化小目标检测算法

吴天舒,张志佳,刘云鹏,裴文慧,陈红叶

《红外与激光工程》

2018

基于人眼视觉特性的深度学习全参考图像质量评价方法

姚旺,刘云鹏,朱昌波

《红外与激光工程》

2018

改进的核相关滤波跟踪算法

孙健,向伟,谭舒昆,刘云鹏

《计算机工程与应用》

2018

Joint Normalization and Dimensionality Reduction on Grassmannian: A Generalized Perspective

Tian-Ci Liu, Zelin Shi, Yunpeng Liu

IEEE Signal Processing Letters

2018

Efficient and Robust Direct Image Registration Based on Joint Geometric and Photometric Lie Algebra

Chenxi Li, Zelin Shi, Yunpeng Liu, Tian-Ci Liu, Ling-Yun Xu

IEEE Transactions on Image Processing

2018

Dimensionality Reduction on Grassmannian: A Good Practice

Tian-Ci Liu, Zelin Shi, Yunpeng Liu, Chenxi Li

International Conference on Instrumentation and Measurement, Computer, Communication and Control

2018

Geometry deep network image-set recognition method based on Grassmann manifolds

Tian Liu, Ze-Lin Shi, Yunpeng Liu, Yingdi Zhang

2018

Detecting wood surface defects with fusion algorithm of visual saliency and local threshold segmentation

Xuejuan Wang, Shuhang Wu, Yunpeng Liu

International Conference on Graphic and Image Processing

2018

Lie group representation of infrared imaging grayscale variation with distance

Chenxi Li, Zelin Shi, Yunpeng Liu

2018

Kernel sparse representation on Grassmann manifolds for visual clustering

Tian-Ci Liu, Zelin Shi, Yunpeng Liu

2018

Multi-scale kernel correlation filter for visual tracking

Fa-Ling Chen, Qing-Hai Ding, Haibo Luo, Bin Hui, Zheng Chang, Yunpeng Liu

Other Conferences

2017

Fast infrared sea ship target detection based on improved BING algorithm

Le-Xing Li, Zelin Shi, Yunpeng Liu

Other Conferences

2017

Dimensionality Reduction on Grassmannian via Riemannian Optimization: A Generalized Perspective

Tian-Ci Liu, Zelin Shi, Yunpeng Liu

arXiv.org

2017

Visual Clustering based on Kernel Sparse Representation on Grassmann Manifolds

Tian-Ci Liu, Zelin Shi, Yunpeng Liu

Cyber ..

2017

Joint Geometric and Photometric Visual Tracking Based on Lie Group

Chenxi Li, Zelin Shi, Yunpeng Liu, Tian-Ci Liu

International Conference on Geometric Science of Information

2016

Joint geometric and photometric direct image registration based on Lie algebra parameterization

Chenxi Li, Zelin Shi, Yunpeng Liu

Other Conferences

2016

Improved kernel correlation filter tracking with Gaussian scale space

Shu-Kun Tan, Yunpeng Liu, Yi-Cui Li

Other Conferences

2016

A Radiation Accumulation Based Detection Algorithm for Rectilinear-Motion Infrared Dim Target with Constant Acceleration

Tian-Lei Ma, Zelin Shi, Bao-Shu Xu, Jian Yin, Yunpeng Liu

International Conference on Multimedia and Image Processing

2016

Visualization of the geometric transformation group based on the Riemannian metric

Tian-Ci Liu, Zelin Shi, Yunpeng Liu, Chenxi Li

International Conference on Systems and Informatics

2016

Rectilinear-motion space inversion-based detection approach for infrared dim air targets with variable velocities

Tian-Lei Ma, Zelin Shi, Jian Yin, Yunpeng Liu, Bao-Shu Xu, Cheng-Shuo Zhang

2015

基于辐射累积和空间反演的空中弱目标检测算法

马天磊,史泽林,尹健,徐保树,刘云鹏

《红外与激光工程》

2015

累積放射および空間反転の弱い空中ターゲット検出アルゴリズムに基づく【JST・京大機械翻訳】

Tian-Lei Ma, Zelin Shi, Jian Yin, Bao-Shu Xu, Yunpeng Liu

2015

Metrics of image background clutter by introducing gradient features

Chuan-Min Xiao, Ze-Lin Shi, Yunpeng Liu

2014

一种基于OpenCV的高效车牌识别系统实现

刘云鹏,李瑾,潘闻

《电子世界》

2014

基于OpenCV的智能相册系统

刘云鹏,李瑾,潘闻

《计算机系统应用》

2014

Grassmann manifold based shape matching and retrieval under partial occlusions

Chenxi Li, Zelin Shi, Yunpeng Liu, Bao-Shu Xu

Other Conferences

2014

Recognition of Airport Runways in FLIR Images Based on Knowledge

Wei Wu, Ren-Bo Xia, Wei Xiang, Bin Hui, Zheng Chang, Yunpeng Liu, Yahong Zhang

IEEE Geoscience and Remote Sensing Letters

2013

视觉注意模型的道路监控视频关键帧提取

刘云鹏,张三元,王仁芳,张引

《中国图象图形学报》

2013

A shape context based Hausdorff similarity measure in image matching

Tian-Lei Ma, Yunpeng Liu, Ze-Lin Shi, Jian Yin

Other Conferences

2013

A robust feature-based registration method of multimodal image using phase congruency and coherent point drift

Ren-Bo Xia, Ji-bin Zhao, Yunpeng Liu

Other Conferences

2012

基于反馈的可伸缩视频编码容错策略

刘云鹏,张三元,王仁芳,张引

《计算机工程》

2012

基于李代数的变形目标跟踪

史泽林,刘云鹏,李广伟

《自动化学报》

2012

基于Grassmann流形的仿射不变形状识别

刘云鹏,李广伟,史泽林

《自动化学报》

2012

Deformable Object Tracking Based on Lie Algebra: Deformable Object Tracking Based on Lie Algebra

Ze-Lin Shi, Yunpeng Liu, Guangwei Li

2012

Affine-invariant Shape Recognition Using Grassmann Manifold: Affine-invariant Shape Recognition Using Grassmann Manifold

Yunpeng Liu, Guangwei Li, Ze-Lin Shi

2010

基于黎曼流形的平面目标识别

李广伟,刘云鹏,尹健,史泽林

《自动化学报》

2010

Planar Object Recognition Based on Riemannian Manifold: Planar Object Recognition Based on Riemannian Manifold

Guangwei Li, Yunpeng Liu, Jian Yin, Ze-Lin Shi

2010

Line feature detection algorithm based on edge tracking

Yunpeng Liu

2009

基于黎曼流形的图像投影配准算法

刘云鹏,李广伟,史泽林

《自动化学报》

2009

A Fast Hausdorff Matching Algorithm between Infrared and Optical Image Using PBIL Strategies

Guo-Gang Wang, Yunpeng Liu, Zelin Shi

International Congress on Image and Signal Processing

2009

Newton geodesic optimization on special linear group

Guangwei Li, Yunpeng Liu, Jian Yin, Zelin Shi

IEEE Conference on Decision and Control

2009

Target Recognition Based on a Novel Riemannian Map

Guangwei Li, Yunpeng Liu, Zelin Shi, Jian Yin

International Congress on Image and Signal Processing

2009

Covariance Tracking via Geometric Particle Filtering

Yunpeng Liu, Guangwei Li, Zelin Shi

2009 Second International Conference on Intelligent Computation Technology and Automation

2008

一种基于SVM的CT与SPECT图像融合算法

马慧彬,刘云鹏,丛岭

《电脑与信息技术》

2008

Projective Tracking Based on Second-Order Optimization on Lie Manifolds

Guangwei Li, Yunpeng Liu, Jian Yin, Zelin Shi

Chinese Conference on Pattern Recognition

2008

Optimization on Lie Manifolds and Projective Tracking

Guangwei Li, Yunpeng Liu, Zelin Shi, Jian Yin

International Conference on Computer Science and Software Engineering

2008

Adaptive template-updating through singular value decomposition

Yunpeng Liu

2008

Tracking Deformable Object via Particle Filtering on Manifolds

Yunpeng Liu, Guangwei Li, Zelin Shi

Chinese Conference on Pattern Recognition

2007

一种基于条形块跟踪的圆弧识别新方法

宋晓宇,王永会,刘云鹏

《小型微型计算机系统》

2007

Deformable target tracking method based on Lie algebra

Yunpeng Liu, Zelin Shi, Guangwei Li

International Symposium on Multispectral Image Processing and Pattern Recognition

2005

基于PBIL的快速图像匹配方法的研究

宋晓宇,刘云鹏,王永会

《计算机工程与应用》

会议论文

2021

基于多尺度特征融合的红外弱小目标检测

孙召进,王国刚,刘云鹏

《2021中国自动化大会——中国自动化学会60周年会庆暨纪念钱学森诞辰110周年》

2019

CIRCULARITY: A Metric for Region Template Selection in Airborne Vision Navigation

Haiyang Hua, Zelin Shi, Yunpeng Liu

Proceedings of 2019 International Conference on Artificial Intelligence Technologies and Applications(ICAITA 2019)(VOL.2)

2017

Large Power Transformer Fault Diagnosis and Prognostic Based on DBNC and D-S Evidence Theory

Gang Li, Changhai Yu, Hui Fan, Shuguo Gao, Yu Song, Yunpeng Liu

Proceedings of The 9th Asia-Pacific Power and Energy Engineering Conference (APPEEC 2017)

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