郭杜杜｜新疆大学｜学者主页

2026

ELM-AdaBoost-Based Recognition of Risky Driving Behavior

Dudu Guo, Entong Liu, Guoliang Chen, Miao Sun, Meng Li, Zhenxun Wei

Sensors

DOI

2026

PEC-DETR: pyramid edge enhancement, dual-gated calibration, and efficient low-resolution attention for object detection in autonomous driving

Wenxing Cai, Dudu Guo, Zhenxun Wei, Guoliang Chen

Measurement Science and Technology

DOI

2026

Research on Road Surface Distress Detection Algorithm in UAV Images with Multi-Scale Feature Fusion

Dudu Guo, Wenxing Cai, Hongbo Shuai, Zhenxun Wei, Guoliang Chen

Remote Sensing

DOI

2026

Distracted Driving Behavior Recognition Based on Improved YOLOv8n-Pose and Multi-Feature Fusion

Zhuzhou Li, Dudu Guo, Zhenxun Wei, Guoliang Chen, Miao Sun, Y. F. Sun

Applied Sciences

DOI

2026

A Non-Motorized Vehicle Red-Light Running Detection System Based on YOLOv5-DeepSORT

Chang Liu, Y. F. Sun, Kunpeng Shi, Di Hou, Yuhang Zheng, Zhuojia Kou, Dudu Guo

Lecture notes in electrical engineering

DOI

2026

Smart Roadside Facility Layout and Application in Regional Network Level Boundary Control under V2I Environment

Yifang Wu, Heng Ding, Dudu Guo, Xiaoyan Zheng, Zhengrui Zhao

Journal of Transportation Engineering Part A Systems

DOI

2025

Robustness assessment of a multilayer composite network with a two-stage fusion community detection algorithm

Nengye Mu, Yunjin Han, Huimei Fan, Peiling Tian, Yuanshun Wang, Dudu Guo

Transportation Letters-The International Journal Of Transportation Research，Vol. 170, No. 10

DOI

2025

Improved DeepLabV3+for UAV-Based Highway Lane Line Segmentation

Yueze Wang, Dudu Guo, Yang Wang, Hongbo Shuai, Zhuzhou Li, Jin Ran

Sustainability，Vol. 170, No. 160

DOI

2025

新疆地区货运结构演变及影响因素分析

牟能冶，韩芸瑾，刘毅超，黎先锋，郭杜杜

《综合运输》

DOI

2025

新疆物流企业时空分布特征及其影响因素

牟能冶，番惠媚，王慧妍，王文靓，郭杜杜

《经济地理》，No. 5

下载原文

2025

基于DDE-BIT的无人机高速公路护栏损坏检测

王洋，郭杜杜，帅洪波

《现代电子技术》

2025

A Preprocessing Method for Moving Vehicle Images Based on Satellite Images

Wenxing Cai, Jing Wang, Haijun He, Guanghao Liu, Xiaosong Li, Dudu Guo

International Conference on Consumer Electronics and Computer Engineering (ICCECE)

DOI

2025

Based on the Improved YOLOv8 Road Surface Diseases Detection

Yinbo Zhang, Dudu Guo, Yueze Wang, Rong Song He, Hongbo Shuai, Lianxia Ma

International Conference on Neural Networks, Information and Communication Engineering (NNICE)

DOI

2025

An Improved Kernelized Correlation Filter for Extracting Traffic Flow in Satellite Videos

Dudu Guo, Hongbo Shuai, Jie Zhang, Yang Wang, Miao Sun

Journal of Advanced Transportation

DOI

2025

A traffic state discrimination method based on machine learning and multistrategy dung beetle optimization algorithm

Dudu Guo, Ke Zhao, Linbo Li

Cluster Computing

DOI

2024

Enhancing Sustainable Traffic Monitoring: Leveraging NanoSight-YOLO for Precision Detection of Micro-Vehicle Targets in Satellite Imagery

Dudu Guo, Chenao Zhao, Hongbo Shuai, Jinquan Zhang, Xiaojiang Zhang

Sustainability，Vol. 160, No. 170

DOI

2024

Taxi Demand Method Based on SCSSA-CNN-BiLSTM

Dudu Guo, Miao Sun, Qingqing Wang, Jinquan Zhang

Sustainability，Vol. 16, No. 18

DOI

2024

Multi-Objective Optimization of Short-Inverted Transport Scheduling Strategy Based on Road-Railway Intermodal Transport

Dudu Guo, Yinuo Su, Xiaojiang Zhang, Zhen Yang, Pengbin Duan

Sustainability，Vol. 16, No. 15

DOI

2024

基于改进DeepLabV3+的无人机高速公路护栏检测

王洋，郭杜杜，王庆庆，周飞，秦音

《激光与光电子学进展》

2024

基于改进YOLOX算法的光学卫星影像车辆目标检测

张杰，郭杜杜，娄文，郭凯

《传感器与微系统》

2024

Multi-Target Vehicle Tracking Algorithm Based on Improved DeepSORT

Dudu Guo, Zhuzhou Li, Hongbo Shuai, Fei Zhou

Sensors

DOI

2024

Research on Pavement Distress Detection in UAV Images Based on Deep Learning

Hongbo Shuai, Lianxia Ma, Yinbo Zhang, Dudu Guo, Rong Song He

International Conference on Machine Learning and Computer Application (ICMLCA)

DOI

2024

Logistics Transportation Vehicle Supply Forecasting Based on Improved Informer Modeling

Dudu Guo, Peifan Jiang, Yin Qin, Xue Zhang, Jinquan Zhang

Applied Sciences

DOI

2024

Convolutional Neural Network and Bidirectional Long Short-Term Memory (CNN-BiLSTM)-Attention-Based Prediction of the Amount of Silica Powder Moving in and out of a Warehouse

Dudu Guo, Pengbin Duan, Zhen Yang, Xiaojiang Zhang, Yinuo Su

Energies

DOI

2024

Short-term traffic flow prediction based on hybrid decomposition optimization and deep extreme learning machine

Ke Zhao, Dudu Guo, Miao Sun, Chenao Zhao, Hongbo Shuai, Chunfu Shao

Physica A Statistical Mechanics and its Applications

DOI

2024

Research on Deep Learning-based Driver Fatigue Driving Behavior Recognition Methods

Miao Sun, Fan Liu, Haijun He, Zhuomin Yang, Wen Lou, Dudu Guo

International Conference on Big Data, Information and Computer Network (BDICN)

DOI

2024

SatDetX-YOLO: A More Accurate Method for Vehicle Target Detection in Satellite Remote Sensing Imagery

Chenao Zhao, Dudu Guo, Chunfu Shao, Ke Zhao, Miao Sun, Hongbo Shuai

IEEE Access

DOI

2023

A Vehicle Detection Method Based on an Improved U-YOLO Network for High-Resolution Remote-Sensing Images

Dudu Guo, Yang Wang, Shunying Zhu, Xin Li

Sustainability，Vol. 15, No. 13

DOI

2023

基于深度学习的遥感影像道路提取

赵亮，郭杜杜，王庆庆，徐勤功

《现代电子技术》

2023

基于YOLOv7的驾驶人使用手机与抽烟行为识别方法

娄文，郭杜杜，张杰，赵亮，徐勤功

《电子测量技术》

2023

高分遥感影像的道路网提取实验设计

郭杜杜，王庆庆，赵亮，王洋

《实验室研究与探索》

2023

Moving vehicle detection in satellite videos by improved ViBe algorithm

Dudu Guo, Jie Zhang, Wen Lou, Liang Zhao

Remote Sensing Letters

DOI

2023

Vehicle target detection from remote sensing images based on deep learning method

Wen Lou, Dudu Guo, Xin Shane Li

International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID)

DOI

2023

Road network information extraction from high-resolution remote sensing images based on improved U-Net

Liang Zhao, Dudu Guo, QinGong Xu

International Conference on Artificial Intelligence and Computer Engineering (ICAICE)

DOI

2023

Short-Term Traffic Flow Prediction Based on VMD and IDBO-LSTM

Ke Zhao, Dudu Guo, Miao Sun, Chenao Zhao, Hongbo Shuai

IEEE Access

DOI

2022

Optimization of Object Detection Algorithm in Low Light Scene

Qingong Xu, Dudu Guo, Liang Zhao, Fei Zhou

International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)

DOI

2021

High-resolution remote sensing vehicle automatic detection based on feature fusion convolutional neural network

Xin Shane Li, Kai Guo, Mutailifu Subei, Dudu Guo

DOI

2020

Experimental study on vehicle extraction based on wv-2 image data

Dudu Guo, Cai Shuaichao

International Conference on Virtual Reality and Intelligent Systems (ICVRIS)

DOI

2020

Research on Pre-processing Method of Travel Data Based on Mobile GPS

Dudu Guo, Jizhao Wang, Yang An, Yiwen Zhang, Danyang Liu

International Conference on Computer Science and Application Engineering (CSAE)

DOI

2017

基于eCognition的高分辨率卫星影像的车辆检测实验设计

郭杜杜，逯国生

《实验技术与管理》

2017

基于二级模糊的常规公交运行综合状况评价与分析

王宽，郭杜杜，逯国生

《城市公共交通》

2017

The Detection and Precision Analysis of Bright Color Vehicles Based on Remote Sensing Image

Dudu Guo, Jing Zhang

Lecture notes in electrical engineering

DOI

2015

近距离平交口信号灯协调控制实验平台搭建

董魁，郭杜杜，巴合达吾列提·热阿汗，徐文龙，马倩雯

《课程教育研究(中英文)》

2015

平交口信控配时方案的优化与验证

徐文龙，郭杜杜，马倩雯，巴合达吾列提·热阿汗

《西部交通科技》

2015

Evaluation on Transfer Coordination between Bus Rapid Transit and Conventional Buses

Dudu Guo, Kui Dong, Guosheng Lu, Yao Huo, Bing Wang

DOI

2012

基于亮度特性的高空间分辨率遥感影像阴影处理研究

郭杜杜，梁艳平，王兵

《交通信息与安全》

2012

Research on Vehicles Information Extraction of the Shaded Area from High-Resolution Satellite Images

Dudu Guo, Liang Yanping, Bing Wang

International Symposium on Computational Intelligence and Design

DOI

2011

基于高分辨率卫星影像的城市道路阴影区域车辆信息提取研究

郭杜杜

《北京交通大学》

精选作品

期刊论文

ELM-AdaBoost-Based Recognition of Risky Driving Behavior

PEC-DETR: pyramid edge enhancement, dual-gated calibration, and efficient low-resolution attention for object detection in autonomous driving

Research on Road Surface Distress Detection Algorithm in UAV Images with Multi-Scale Feature Fusion

Distracted Driving Behavior Recognition Based on Improved YOLOv8n-Pose and Multi-Feature Fusion

A Non-Motorized Vehicle Red-Light Running Detection System Based on YOLOv5-DeepSORT

Smart Roadside Facility Layout and Application in Regional Network Level Boundary Control under V2I Environment

Robustness assessment of a multilayer composite network with a two-stage fusion community detection algorithm

Improved DeepLabV3+for UAV-Based Highway Lane Line Segmentation

新疆地区货运结构演变及影响因素分析

新疆物流企业时空分布特征及其影响因素

基于DDE-BIT的无人机高速公路护栏损坏检测

A Preprocessing Method for Moving Vehicle Images Based on Satellite Images

Based on the Improved YOLOv8 Road Surface Diseases Detection

An Improved Kernelized Correlation Filter for Extracting Traffic Flow in Satellite Videos

A traffic state discrimination method based on machine learning and multistrategy dung beetle optimization algorithm

Enhancing Sustainable Traffic Monitoring: Leveraging NanoSight-YOLO for Precision Detection of Micro-Vehicle Targets in Satellite Imagery

Taxi Demand Method Based on SCSSA-CNN-BiLSTM

Multi-Objective Optimization of Short-Inverted Transport Scheduling Strategy Based on Road-Railway Intermodal Transport

基于改进DeepLabV3+的无人机高速公路护栏检测

基于改进YOLOX算法的光学卫星影像车辆目标检测

Multi-Target Vehicle Tracking Algorithm Based on Improved DeepSORT

Research on Pavement Distress Detection in UAV Images Based on Deep Learning

Logistics Transportation Vehicle Supply Forecasting Based on Improved Informer Modeling

Convolutional Neural Network and Bidirectional Long Short-Term Memory (CNN-BiLSTM)-Attention-Based Prediction of the Amount of Silica Powder Moving in and out of a Warehouse

Short-term traffic flow prediction based on hybrid decomposition optimization and deep extreme learning machine

Research on Deep Learning-based Driver Fatigue Driving Behavior Recognition Methods

SatDetX-YOLO: A More Accurate Method for Vehicle Target Detection in Satellite Remote Sensing Imagery

A Vehicle Detection Method Based on an Improved U-YOLO Network for High-Resolution Remote-Sensing Images

基于深度学习的遥感影像道路提取

基于YOLOv7的驾驶人使用手机与抽烟行为识别方法

高分遥感影像的道路网提取实验设计

Moving vehicle detection in satellite videos by improved ViBe algorithm

Vehicle target detection from remote sensing images based on deep learning method

Road network information extraction from high-resolution remote sensing images based on improved U-Net

Short-Term Traffic Flow Prediction Based on VMD and IDBO-LSTM

Optimization of Object Detection Algorithm in Low Light Scene

High-resolution remote sensing vehicle automatic detection based on feature fusion convolutional neural network

Experimental study on vehicle extraction based on wv-2 image data

Research on Pre-processing Method of Travel Data Based on Mobile GPS

基于eCognition的高分辨率卫星影像的车辆检测实验设计

基于二级模糊的常规公交运行综合状况评价与分析

The Detection and Precision Analysis of Bright Color Vehicles Based on Remote Sensing Image

近距离平交口信号灯协调控制实验平台搭建

平交口信控配时方案的优化与验证

Evaluation on Transfer Coordination between Bus Rapid Transit and Conventional Buses

基于亮度特性的高空间分辨率遥感影像阴影处理研究

Research on Vehicles Information Extraction of the Shaded Area from High-Resolution Satellite Images

基于高分辨率卫星影像的城市道路阴影区域车辆信息提取研究

会议论文

Detection and analysis of road information based on optical satellite image

Research on Vehicle identification based on high resolution satellite remote sensing image

高分辨率遥感图像在交通流信息采集中的研究综述

新疆公路网交通事故应急救援资源调度系统设计及应用

书籍章节

Research on Structural Modeling Technique of Vehicles Outward Based on AVI

Research on the Coordination Control on Phase Designing and Timing Setting of the Close-Continuous Intersections

研究方向