侯斐斐｜中南大学｜学者主页

2026

单阶段目标检测模型引导的隧道衬砌混凝土空洞病害图像识别方法试验研究

侯斐斐，于佳禾，王艳辉，崔广炎，丁冠军，任秋阳

《铁道学报》

2026

基于HRRP特征统计特性的雷达目标识别方法

董健，邹俊杰，侯斐斐，肖程望

《系统工程与电子技术》

2026

基于多频段GPR早期信号的绿洲盐渍土水分反演

黄天宝，张金珠，谭霄，崔喜红，侯斐斐，许航，王振华，郭立

《地球与行星物理论评(中英文)》

2026

Enhanced 3-D Facial Reconstruction From RGB-D Images via Optimized YOLOv11 and Greedy Triangulation

Feifei Hou, Hongyue Hou, Yijun Wang

IEEE Sensors Journal

DOI

2026

PIR2-GPR: A geometry–property joint inversion and slice-completion framework for continuous road GPR interpretation

Feifei Hou, Yinchuan Li, Deshan Feng, Cheng Chen, Bo Zeng

Advanced Engineering Informatics

DOI

2026

Language-driven vision: enhancing GPR target recognition via DINO with large language model semantic guidance

Feifei Hou, Xiaobo Wang, H J LIU

IET conference proceedings.

DOI

2025

DETR-MCA：基于探地雷达图像的隧道衬砌内部缺陷的智能检测算法

侯斐斐，张智轩，崔广炎，樊欣宇，吕飞

《铁道科学与工程学报》

2025

基于小样本学习的探地雷达隧道衬砌病害分类数学模型和计算方法

侯斐斐，吴柄啸，罗享寰，王艳辉，樊欣宇

《铁道学报》

2025

基于Yolov4模型的探地雷达图像根点识别和波速估算

石金峰，郭立，张璐云，崔喜红，侯斐斐，黄天宝，许航，李相洁，胡云

《地球物理学进展》

2025

End-to-End Model Enabled GPR Hyperbolic Keypoint Detection for Automatic Localization of Underground Targets

Feifei Hou, Yu Zhang, Jian Li Dong, Jinglin Fan

Remote Sensing

DOI

2025

Synergistic Multi-Model Approach for GPR Data Interpretation: Forward Modeling and Robust Object Detection

Hang Zhang, Zhijie Ma, Xinyu Fan, Feifei Hou

Remote Sensing

DOI

2025

Feature-Enhanced GPR Data Inversion for Non-Destructive Surface Target Material Determination

Feifei Hou, Chenghao Sun, Yirong Liu, Qiujing Pan, Yuhao Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Unsupervised deep-learning model for quantitative diagnosis of tunnel lining cavity condition using interfering GPR data

Xianghuan Luo, Qingzhou Zheng, Feifei Hou

Tunnelling and Underground Space Technology

DOI

2025

Track foreign object image augmentation based on the proposed PLCA-pix2pixGAN method

Xinyu Fan, Xuxu Yang, Feifei Hou, Cuipu Xi, Yijun Wang

Developments in the Built Environment

DOI

2025

A one-stage anchor-free keypoints detection model for fast electric vehicle charging port detection and pose extraction

Feifei Hou, Qiwen Meng, Xinyu Fan, Yijun Wang

Scientific Reports

DOI

2025

Multi-scale GAN-driven GPR data inversion for monitoring urban road substructure

Feifei Hou, Xingyu Qian, Qiwen Meng, Jian Dong, Fei Lyu

Automation in Construction

DOI

2024

REN-GAN: Generative adversarial network-driven rebar clutter elimination network in GPR image for tunnel defect identification

Qiuyang Ren, Yanhui Wang, Jie Xu, Feifei Hou, Guangyan Cui, Guanjun Ding

Expert Systems With Applications，Vol. 255

DOI

2024

基于双重YOLOv8-pose模型的探地雷达双曲线关键点检测与目标定位

侯斐斐，彭应昊，董健，银雪

《电子与信息学报》

2024

Dual-Task GPR Method: Improved Generative Adversarial Clutter Suppression Network and Adaptive Target Localization Algorithm in GPR Image

Feifei Hou, Mengqi Fang, Xianghuan Luo, Xinyu Fan, Ying Guo

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Refined Target Signature Segmentation From GPR B-Scans Based on the MaskScoreNet-E Model and RATS Method

Feifei Hou, Xue Yin, Xinyu Fan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Enhanced Scoring Instance Segmentation Network for Subsurface Targets Recognition from GPR B-Scans

Feifei Hou, Xue Yin, Hai Liu, Boxuan Qiao

Journal of Physics Conference Series

DOI

2024

Intelligent identification of defective regions of voids in tunnels based on GPR data

Guangyan Cui, Yanhui Wang, Yujie Li, Feifei Hou, Jie Xu

NDT & E International

DOI

2024

Lightweight deep learning model for identifying tunnel lining defects based on GPR data

Xianghuan Luo, Yanfeng Zhou, Qingzhou Zheng, Feifei Hou, Cungang Lin

Automation in Construction

DOI

2024

Supervised learning-based generative adversarial network for target signature segmentation in GPR B-scan image

Feifei Hou, Boxuan Qiao

IET conference proceedings.

DOI

2024

HRPnet: High-Dimensional Feature Mapping for Radar Space Target Recognition

Jian Li Dong, Qingqing She, Feifei Hou

IEEE Sensors Journal

DOI

2024

S-CycleGAN: A Novel Target Signature Segmentation Method for GPR Image Interpretation

Feifei Hou, Boxuan Qiao, Jian Li Dong, Zhijie Ma

IEEE Geoscience and Remote Sensing Letters

DOI

2023

基于Mobilenetv2-YOLOv4模型的行人车辆检测算法

龚凯，陈垣衡，侯斐斐，樊欣宇，王一军

《电脑与信息技术》

2023

Automatic Recognition of Indoor Fire and Combustible Material with Material-Auxiliary Fire Dataset

Feifei Hou, Wenqing Zhao, Xinyu Fan

Mathematics

DOI

2023

Flame and Smoke Semantic Dataset: Indoor Fire Detection with Deep Semantic Segmentation Model

Feifei Hou, Xiyue Rui, Yuanheng Chen, Xinyu Fan

Electronics

DOI

2022

Review of GPR Activities in Civil Infrastructures: Data Analysis and Applications

Feifei Hou, Xiyue Rui, Xinyu Fan, Hang Zhang

Remote Sensing

DOI

2022

DL-Aided Underground Cavity Morphology Recognition Based on 3D GPR Data

Feifei Hou, Xu Liu, Xinyu Fan, Ying Guo

Mathematics

DOI

2021

GPR B-Scan Image Denoising via Multi-Scale Convolutional Autoencoder with Data Augmentation

Jiabin Luo, Wentai Lei, Feifei Hou, Chenghao Wang, Qiang Ren, Shuo Zhang, Shiguang Luo, Yiwei Wang, Long Xu

Electronics

DOI

2021

Automatic Recognition of Basic Strokes Based on FMCW Radar System

Wentai Lei, Long Xu, Xinyue Jiang, Jiabin Luo, Feifei Hou

IEEE Sensors Journal

DOI

2021

Deep Learning-Based Subsurface Target Detection From GPR Scans

Feifei Hou, Wentai Lei, Shuai Li, Jingchun Xi

IEEE Sensors Journal

DOI

2020

面向探地雷达 B-scan图像的目标检测算法综述

Feifei Hou, Ronghua Shi, Wentai Lei, Jian Dong, Meng-Die Xu, Jingchun Xi

DOI

2020

Calibration Venus: An Interactive Camera Calibration Method Based on Search Algorithm and Pose Decomposition

Wentai Lei, Mengdi Xu, Feifei Hou, Wensi Jiang, Chiyu Wang, Ye Zhao, Tiankun Xu, Yan Li, Yumei Zhao, Wenjun Li

Electronics

DOI

2020

Underground multi-class objects identification using hybrid task cascade from GPR bridge data

Feifei Hou, Wentai Lei, Shuai Li, Jingchun Xi

International Conference on Ground Penetrating Radar (GPR)

DOI

2020

Augmented Reality Based Visualization for Concrete Bridge Deck Deterioration Characterized by Ground Penetrating Radar

Da Hu, Feifei Hou, Jameion Blakely, Shuai Li

ASCE Construction Research Congress (CRC)

DOI

2020

Underground Cylindrical Objects Detection and Diameter Identification in GPR B-Scans via the CNN-LSTM Framework

Wentai Lei, Jiabin Luo, Feifei Hou, Long Xu, Ruiqing Wang, Xinyue Jiang

Electronics

DOI

2020

Improved Mask R-CNN with distance guided intersection over union for GPR signature detection and segmentation

Feifei Hou, Wentai Lei, Shuai Li, Jingchun Xi, Mengdi Xu, Jiabin Luo

Automation in Construction

DOI

2020

Continuous Gesture Recognition Based on Time Sequence Fusion Using MIMO Radar Sensor and Deep Learning

Wentai Lei, Xinyue Jiang, Long Xu, Jiabin Luo, Mengdi Xu, Feifei Hou

Electronics

DOI

2020

Guided attention mechanism: Training network more efficiently

Chiyu Wang, Hong Li, Xinrong Li, Feifei Hou, Xun Hu

Journal of Intelligent & Fuzzy Systems

DOI

2019

Subway 3D Bound Limitation Visualization Method Based on Stereo Vision

Wentai Lei, Mengdi Xu, Feifei Hou, Ye Zhao, Tiankun Xu, Gengye Liu, Qingyuan Gu

IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)

DOI

2019

Automatic hyperbola detection and fitting in GPR B-scan image

Wentai Lei, Feifei Hou, Jingchun Xi, Qianying Tan, Mengdi Xu, Xinyue Jiang, Gengye Liu, Qingyuan Gu

Automation in Construction

DOI

2019

Impr-Co-Forest: The Improved Co-forest Algorithm Based on Optimized Decision Tree and Dual-confidence Estimation Method

Feifei Hou, Wentai Lei, Hong Li, Jingwei Ren, Gengye Liu, Qing-Yuan Gu

2018

A Signal Denoising Method of Gesture Radar Based on Weighted Principal Component Analysis and Improved Wavelet Threshold

Wentai Lei, Qianying Tan, Feifei Hou, Zhilin Yang, Gengye Liu, Qingyuan Gu

IEEE Information Technology and Mechatronics Engineering Conference (ITOEC)

DOI

精选作品

期刊论文

单阶段目标检测模型引导的隧道衬砌混凝土空洞病害图像识别方法试验研究

基于HRRP特征统计特性的雷达目标识别方法

基于多频段GPR早期信号的绿洲盐渍土水分反演

Enhanced 3-D Facial Reconstruction From RGB-D Images via Optimized YOLOv11 and Greedy Triangulation

PIR2-GPR: A geometry–property joint inversion and slice-completion framework for continuous road GPR interpretation

Language-driven vision: enhancing GPR target recognition via DINO with large language model semantic guidance

DETR-MCA：基于探地雷达图像的隧道衬砌内部缺陷的智能检测算法

基于小样本学习的探地雷达隧道衬砌病害分类数学模型和计算方法

基于Yolov4模型的探地雷达图像根点识别和波速估算

End-to-End Model Enabled GPR Hyperbolic Keypoint Detection for Automatic Localization of Underground Targets

Synergistic Multi-Model Approach for GPR Data Interpretation: Forward Modeling and Robust Object Detection

Feature-Enhanced GPR Data Inversion for Non-Destructive Surface Target Material Determination

Unsupervised deep-learning model for quantitative diagnosis of tunnel lining cavity condition using interfering GPR data

Track foreign object image augmentation based on the proposed PLCA-pix2pixGAN method

A one-stage anchor-free keypoints detection model for fast electric vehicle charging port detection and pose extraction

Multi-scale GAN-driven GPR data inversion for monitoring urban road substructure

REN-GAN: Generative adversarial network-driven rebar clutter elimination network in GPR image for tunnel defect identification

基于双重YOLOv8-pose模型的探地雷达双曲线关键点检测与目标定位

Dual-Task GPR Method: Improved Generative Adversarial Clutter Suppression Network and Adaptive Target Localization Algorithm in GPR Image

Refined Target Signature Segmentation From GPR B-Scans Based on the MaskScoreNet-E Model and RATS Method

Enhanced Scoring Instance Segmentation Network for Subsurface Targets Recognition from GPR B-Scans

Intelligent identification of defective regions of voids in tunnels based on GPR data

Lightweight deep learning model for identifying tunnel lining defects based on GPR data

Supervised learning-based generative adversarial network for target signature segmentation in GPR B-scan image

HRPnet: High-Dimensional Feature Mapping for Radar Space Target Recognition

S-CycleGAN: A Novel Target Signature Segmentation Method for GPR Image Interpretation

基于Mobilenetv2-YOLOv4模型的行人车辆检测算法

Automatic Recognition of Indoor Fire and Combustible Material with Material-Auxiliary Fire Dataset

Flame and Smoke Semantic Dataset: Indoor Fire Detection with Deep Semantic Segmentation Model

Review of GPR Activities in Civil Infrastructures: Data Analysis and Applications

DL-Aided Underground Cavity Morphology Recognition Based on 3D GPR Data

GPR B-Scan Image Denoising via Multi-Scale Convolutional Autoencoder with Data Augmentation

Automatic Recognition of Basic Strokes Based on FMCW Radar System

Deep Learning-Based Subsurface Target Detection From GPR Scans

面向探地雷达 B-scan图像的目标检测算法综述

Calibration Venus: An Interactive Camera Calibration Method Based on Search Algorithm and Pose Decomposition

Underground multi-class objects identification using hybrid task cascade from GPR bridge data

Augmented Reality Based Visualization for Concrete Bridge Deck Deterioration Characterized by Ground Penetrating Radar

Underground Cylindrical Objects Detection and Diameter Identification in GPR B-Scans via the CNN-LSTM Framework

Improved Mask R-CNN with distance guided intersection over union for GPR signature detection and segmentation

Continuous Gesture Recognition Based on Time Sequence Fusion Using MIMO Radar Sensor and Deep Learning

Guided attention mechanism: Training network more efficiently

Subway 3D Bound Limitation Visualization Method Based on Stereo Vision

Automatic hyperbola detection and fitting in GPR B-scan image

Impr-Co-Forest: The Improved Co-forest Algorithm Based on Optimized Decision Tree and Dual-confidence Estimation Method

A Signal Denoising Method of Gesture Radar Based on Weighted Principal Component Analysis and Improved Wavelet Threshold

预印本

Dual-Optimized Lightweight Model for Railway Foreign Object Intrusion Detection

研究方向