陈澎｜大连海事大学｜学者主页

2026

CDF-Net: Cross-Scale Direction-Aware Focusing Network for Robust SAR Ship Detection with Horizontal Bounding Boxes

Chenxu Xia, Peng Chen, Yue Yang, Shuailei Yuan, Ying Li

Remote Sensing

DOI

2026

A Directional and Multiscale Features-Based Method to Extract Ship Wake in SAR Images

Xiaoyang Li, Bingxin Liu, Xueyuan Zhu, Peng Liu, Peng Chen, Ying Li

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

DOI

2026

Detecting Ship-to-Ship Transfer by MOSA: Multi-Source Observation Framework with SAR and AIS

Peixin Cai, Bingxin Liu, Xiaoyang Li, Xinhao Li, Siqi Wang, Peng Liu, Peng Chen, Ying Li

Remote Sensing

DOI

2026

Noise reduction based on the characteristics of X-band marine radar images for oil spill detection

Peng Liu, Pengzhe Shao, Xingquan Zhao, Xuchong Wang, Peng Chen, Xueyuan Zhu, Ying Li, Jin Tao Xu, Ben Liu

Remote Sensing Letters

DOI

2026

Oil spill segmentation in marine radar images based on the improved Sauvola algorithm

Peng Liu, Xuchong Wang, Pengzhe Shao, Xingquan Zhao, Ben Liu, Peng Chen, Xueyuan Zhu, Jin Tao Xu, Ying Li

Remote Sensing Letters

DOI

2025

Enhancing coastal bathymetric mapping with physics-informed recurrent neural networks synergizing Gaofen satellite imagery and ICESat-2 lidar data: A case in the South China Sea

Congshuang Xie, Siqi Zhang, Zhenhua Zhang, Peng Chen, Delu Pan

Ecological Informatics，Vol. 87

DOI

2025

基于可变形卷积和注意力机制的SAR图像溢油检测模型

张雅，陈澎，刘丙新，刘鹏，夏辰旭

《大连海事大学学报》

2025

Dynamic Cascade Detector for Storage Tanks and Ships in Optical Remote Sensing Images

Tong Wang, Bingxin Liu, Peng Chen

Remote Sensing

DOI

2025

A Multi-Stage Enhancement Based on the Attenuation Characteristics of X-Band Marine Radar Images for Oil Spill Extraction

Peng Liu, Xingquan Zhao, Xuchong Wang, Pengzhe Shao, Peng Chen, Xueyuan Zhu, Jin Xue Xu, Ying Li, Bingxin Liu

Oceans

DOI

2025

IceShipvsNet: A Joint Network for Ship Detection in Ice-Infested Waters Using Visible and SWIR Images

BingXin Liu, Yulong Du, Yikai Huang, P. Wang, Peixin Cai, Ying Li, Peng Chen, Peng Liu

IEEE Geoscience and Remote Sensing Letters

DOI

2024

基于可变形的多尺度自注意力特征融合SAR影像舰船识别

周慧，朱虹，陈澎

《大连海事大学学报》

2024

船舶溢油污染海冰可见光-近红外反射光谱特征及其角度效应

许建康，刘丙新，杜雨隆，李颖，刘鹏，陈澎

《光谱学与光谱分析》

2024

SDFSD-v1.0: A Sub-Meter SAR Dataset for Fine-Grained Ship Detection

Peixin Cai, Bingxin Liu, Peilin Wang, Peng Liu, Yu Yuan, Xinhao Li, Peng Chen, Ying Li

Remote Sensing

DOI

2024

A Deformable and Multi-Scale Network with Self-Attentive Feature Fusion for SAR Ship Classification

Peng Chen, Hui Zhou, Ying Li, Bingxin Liu, Peng Liu

Journal of Marine Science and Engineering

DOI

2023

IceRegionShip: Optical Remote Sensing Dataset for Ship Detection in Ice-Infested Waters

Peilin Wang, Bingxin Liu, Ying Li, Peng Chen, Peng Liu

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

DOI

2023

A Novel Deep Learning Network with Deformable Convolution and Attention Mechanisms for Complex Scenes Ship Detection in SAR Images

Peng Chen, Hui Zhou, Ying Li, Peng Liu, Bingxin Liu

Remote Sensing

DOI

2023

Enhanced Detection Method for Small and Occluded Targets in Large-Scene Synthetic Aperture Radar Images

Hui Zhou, Peng Chen, Yingqiu Li, Bo Wang

Journal of Marine Science and Engineering

DOI

2023

Oil spill detection on X-band marine radar images based on sea clutter fitting model

Peng Liu, Bingxin Liu, Ying Li, Peng Chen, Jin Xue Xu

Heliyon

DOI

2023

Research on the Directional Characteristics of the Reflectance of Oil-Contaminated Sea Ice

Yulong Du, Bingxin Liu, Jiankang Xu, Ying Li, Peng Liu, Peng Chen

Journal of Marine Science and Engineering

DOI

2022

基于改进FPN的复杂场景下SAR图像船舶目标检测

周慧，李迎秋，陈澎，沈宇军，朱煜锋

《大连海事大学学报》

2022

GIS实习课程思政改革探索与实践

刘丙新，李颖，刘鹏，陈澎，朱雪瑗

《高教学刊》

2022

Oil Spill Identification in Radar Images Using a Soft Attention Segmentation Model

Peng Chen, Hui Zhou, Ying Li, Bingxin Liu, Peng Liu

Remote Sensing

DOI

2021

Shape Similarity Intersection-Over-Union Loss Hybrid Model for Detection of Synthetic Aperture Radar Small Ship Objects in Complex Scenes

Peng Chen, Hui Zhou, Ying Li, Bingxin Liu, Peng Liu

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

DOI

2021

Oil spill extraction from X-band marine radar images by power fitting of radar echoes

Peng Liu, Yancheng Zhao, Bingxin Liu, Ying Li, Peng Chen

Remote Sensing Letters

DOI

2020

利用改进特征金字塔模型的SAR图像多目标船舶检测

周慧，刘振宇，陈澎

《电讯技术》

2020

复杂场景下的SAR图像船舶目标检测

周慧，褚娜，陈澎

《大连海事大学学报》

DOI

2020

Detection of Small Ship Objects Using Anchor Boxes Cluster and Feature Pyramid Network Model for SAR Imagery

Peng Chen, Ying Li, Hui Zhou, Bingxin Liu, Peng Liu

Journal of Marine Science and Engineering

DOI

2019

基于特征金字塔模型的高分辨率遥感图像船舶目标检测

周慧，严凤龙，褚娜，陈澎

《大连海事大学学报》

DOI

2019

利用曲波变换和局部线性嵌入算法的SAR图像海面油膜特征提取

周慧，陈澎

《电讯技术》

2019

Semi-Automatic Oil Spill Detection on X-Band Marine Radar Images Using Texture Analysis, Machine Learning, and Adaptive Thresholding

Peng Liu, Ying Li, Bingxin Liu, Peng Chen, Jin Xue Xu

Remote Sensing

DOI

2019

Oil Spill Identification in SAR Image Using Curvelet Transform and SVM

Hui Di Zhou, Peng Chen

International Conference on Intelligent Transportation, Big Data & Smart City (ICITBS)

DOI

2018

基于RBF网络模型的SAR溢油图像识别方法

周慧，陈澎

《大连海事大学学报》

2018

利用最小冗余最大相关和SVM的SAR图像海上溢油识别

周慧，陈澎

《电讯技术》

2018

Oil Spills Identification in SAR Image Using mRMR and SVM Model

Hui Zhou, Peng Chen

International Conference on Information Science and Control Engineering

DOI

2018

TBR Maximum Criteria for High Resolution Image Vessel Target Extraction

Peng Chen, Hui Zhou, Shengtao Yu

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2017

Signal processing of oil detection in port area based on UV-induced fluorescence

Peng Chen, Ying Li

International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS)

DOI

2016

Oil Spills Identification in SAR Image Using Optimized RBF Network Model

Hui Zhou, Peng Chen

International Conference on Information Science and Control Engineering

DOI

2016

Extraction of Oil Spill Information Using Decision Tree Based Minimum Noise Fraction Transform

Bingxin Liu, Ying Li, Peng Chen, Xueyuan Zhu

Journal of the Indian Society of Remote Sensing

DOI

2014

基于机载高光谱遥感数据的溢油信息提取方法

刘丙新，张志达，李颖，陈澎

《大连海事大学学报》

2014

Oil spill information exaction by laser fluorescence

Peng Chen, Ying Li, Bingxin Liu, Jin Xu

DOI

2013

The Realization of Marine Oil Prediction System upon Oil Spills Behavior Fate Model

Hui Zhou, Wang Xiaotian, Peng Chen

International Conference on Intelligent Systems Design and Engineering Applications

DOI

2012

码头溢油实时监控报警系统研究

李颖，栾晓磊，陈澎，李宝玉

《大连海事大学学报》

DOI

2012

Oil Spills Detection and Monitoring Using Airborn Thermal Infrared Remote Sensing in Dalian Xingang Oil Pipeline Explosion

Peng Chen, Ying Li, Guoxin Lan, Bingxin Liu, Hui Zhou

International Conference on Remote Sensing, Environment and Transportation Engineering

DOI

2012

Oil Spills Identification in SAR Image Using Mahalanobis Distance

Peng Chen, Hui Zhou, Xiao Tian Wang

Advanced materials research

DOI

2012

Study advancement in oil spill monitoring using hyper-spectral remote sensing

Peng Chen

Marine Environmental Science

2012

Time Effectiveness Analysis of Remote Sensing Monitoring of Oil Spill Emergencies : A Case Study of Oil Spill in the Dalian Xingang Port

Peng Chen

Haiyang kexue jinzhan

2011

监测浒苔灾害的微波遥感数据选取

李颖，梁刚，于水明，陈澎

《海洋环境科学》

2011

Large oil spill surveillance with the use of MODIS and AVHRR images

Bingxin Liu, Ying Li, Peng Chen, Yongyi Guan, Junsong Han

International Conference on Remote Sensing, Environment and Transportation Engineering

DOI

2011

Selection of microwave remote sensing data of monitoring of Entermorpha prolifera disaster

Peng Chen

Marine Environmental Science

精选作品

期刊论文

CDF-Net: Cross-Scale Direction-Aware Focusing Network for Robust SAR Ship Detection with Horizontal Bounding Boxes

A Directional and Multiscale Features-Based Method to Extract Ship Wake in SAR Images

Detecting Ship-to-Ship Transfer by MOSA: Multi-Source Observation Framework with SAR and AIS

Noise reduction based on the characteristics of X-band marine radar images for oil spill detection

Oil spill segmentation in marine radar images based on the improved Sauvola algorithm

Enhancing coastal bathymetric mapping with physics-informed recurrent neural networks synergizing Gaofen satellite imagery and ICESat-2 lidar data: A case in the South China Sea

基于可变形卷积和注意力机制的SAR图像溢油检测模型

Dynamic Cascade Detector for Storage Tanks and Ships in Optical Remote Sensing Images

A Multi-Stage Enhancement Based on the Attenuation Characteristics of X-Band Marine Radar Images for Oil Spill Extraction

IceShipvsNet: A Joint Network for Ship Detection in Ice-Infested Waters Using Visible and SWIR Images

基于可变形的多尺度自注意力特征融合SAR影像舰船识别

船舶溢油污染海冰可见光-近红外反射光谱特征及其角度效应

SDFSD-v1.0: A Sub-Meter SAR Dataset for Fine-Grained Ship Detection

A Deformable and Multi-Scale Network with Self-Attentive Feature Fusion for SAR Ship Classification

IceRegionShip: Optical Remote Sensing Dataset for Ship Detection in Ice-Infested Waters

A Novel Deep Learning Network with Deformable Convolution and Attention Mechanisms for Complex Scenes Ship Detection in SAR Images

Enhanced Detection Method for Small and Occluded Targets in Large-Scene Synthetic Aperture Radar Images

Oil spill detection on X-band marine radar images based on sea clutter fitting model

Research on the Directional Characteristics of the Reflectance of Oil-Contaminated Sea Ice

基于改进FPN的复杂场景下SAR图像船舶目标检测

GIS实习课程思政改革探索与实践

Oil Spill Identification in Radar Images Using a Soft Attention Segmentation Model

Shape Similarity Intersection-Over-Union Loss Hybrid Model for Detection of Synthetic Aperture Radar Small Ship Objects in Complex Scenes

Oil spill extraction from X-band marine radar images by power fitting of radar echoes

利用改进特征金字塔模型的SAR图像多目标船舶检测

复杂场景下的SAR图像船舶目标检测

Detection of Small Ship Objects Using Anchor Boxes Cluster and Feature Pyramid Network Model for SAR Imagery

基于特征金字塔模型的高分辨率遥感图像船舶目标检测

利用曲波变换和局部线性嵌入算法的SAR图像海面油膜特征提取

Semi-Automatic Oil Spill Detection on X-Band Marine Radar Images Using Texture Analysis, Machine Learning, and Adaptive Thresholding

Oil Spill Identification in SAR Image Using Curvelet Transform and SVM

基于RBF网络模型的SAR溢油图像识别方法

利用最小冗余最大相关和SVM的SAR图像海上溢油识别

Oil Spills Identification in SAR Image Using mRMR and SVM Model

TBR Maximum Criteria for High Resolution Image Vessel Target Extraction

Signal processing of oil detection in port area based on UV-induced fluorescence

Oil Spills Identification in SAR Image Using Optimized RBF Network Model

Extraction of Oil Spill Information Using Decision Tree Based Minimum Noise Fraction Transform

基于机载高光谱遥感数据的溢油信息提取方法

Oil spill information exaction by laser fluorescence

The Realization of Marine Oil Prediction System upon Oil Spills Behavior Fate Model

码头溢油实时监控报警系统研究

Oil Spills Detection and Monitoring Using Airborn Thermal Infrared Remote Sensing in Dalian Xingang Oil Pipeline Explosion

Oil Spills Identification in SAR Image Using Mahalanobis Distance

Study advancement in oil spill monitoring using hyper-spectral remote sensing

Time Effectiveness Analysis of Remote Sensing Monitoring of Oil Spill Emergencies : A Case Study of Oil Spill in the Dalian Xingang Port

监测浒苔灾害的微波遥感数据选取

Large oil spill surveillance with the use of MODIS and AVHRR images

Selection of microwave remote sensing data of monitoring of Entermorpha prolifera disaster

研究方向