Junzhou Chen

According to our database, Junzhou Chen authored at least 39 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things.

Mengran Li, Junzhou Chen, Chenyun Yu, Guanying Jiang, Ronghui Zhang, Yanming Shen, Houbing Herbert Song

IEEE Internet Things J., June, 2025

WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver Assistance Systems.

Hao Wu, Junzhou Chen, Ronghui Zhang, Nengchao Lyu, Hongyu Hu, Yanyong Guo, Tony Z. Qiu

CoRR, May, 2025

Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey.

Mengran Li, Pengyu Zhang, Wenbin Xing, Yijia Zheng, Klim Zaporojets, Junzhou Chen, Ronghui Zhang, Yong Zhang, Siyuan Gong, Jia Hu, Xiaolei Ma, Zhiyuan Liu, Paul Groth, Marcel Worring

CoRR, May, 2025

MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling.

Ronghui Zhang, Wenbin Xing, Mengran Li, Zihan Wang, Junzhou Chen, Xiaolei Ma, Zhiyuan Liu, Zhengbing He

CoRR, April, 2025

A Robust Real-Time Lane Detection Method with Fog-Enhanced Feature Fusion for Foggy Conditions.

Ronghui Zhang, Yuhang Ma, Tengfei Li, Ziyu Lin, Yueying Wu, Junzhou Chen, Lin Zhang, Jia Hu, Tony Z. Qiu, Konghui Guo

CoRR, April, 2025

ABCDWaveNet: Advancing Robust Road Ponding Detection in Fog through Dynamic Frequency-Spatial Synergy.

Ronghui Zhang, Dakang Lyu, Tengfei Li, Yunfan Wu, Ujjal Manandhar, Benfei Wang, Junzhou Chen, Bolin Gao, Danwei Wang, Yiqiu Tan

CoRR, April, 2025

Real-Time Smoke Detection With Split Top-K Transformer and Adaptive Dark Channel Prior in Foggy Environments.

Jiongze Yu, Heqiang Huang, Yuhang Ma, Yueying Wu, Junzhou Chen, Ronghui Zhang, Xuemiao Xu, Zhihan Lv, Guodong Yin

IEEE Internet Things J., March, 2025

YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction.

Ziyu Lin, Yunfan Wu, Yuhang Ma, Junzhou Chen, Ronghui Zhang, Jiaming Wu, Guodong Yin, Liang Lin

CoRR, March, 2025

AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety.

Ronghui Zhang, Shangyu Yang, Dakang Lyu, Zihan Wang, Junzhou Chen, Yilong Ren, Bolin Gao, Zhihan Lv

IEEE Trans. Intell. Transp. Syst., January, 2025

AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs.

Mengran Li, Chaojun Ding, Junzhou Chen, Wenbin Xing, Cong Ye, Ronghui Zhang, Songlin Zhuang, Jia Hu, Tony Z. Qiu, Huijun Gao

CoRR, January, 2025

BA-Net: Bridge attention in deep neural networks.

Ronghui Zhang, Runzong Zou, Yue Zhao, Zirui Zhang, Junzhou Chen, Yue Cao, Chuan Hu, Houbing Song

Expert Syst. Appl., 2025

Appformer: A novel framework for mobile app usage prediction leveraging progressive multi-modal data fusion and feature extraction.

Chuike Sun, Junzhou Chen, Yue Zhao, Hao Han, Ruihai Jing, Guang Tan, Di Wu

Expert Syst. Appl., 2025

TAS-TsC: A data-driven framework for Estimating Time of Arrival using Temporal-Attribute-Spatial Tri-space Coordination of truck trajectories.

Mengran Li, Junzhou Chen, Guanying Jiang, Fuliang Li, Ronghui Zhang, Siyuan Gong, Zhihan Lv

Appl. Soft Comput., 2025

DMPNet: Robust Real-Time Intraoperative Parathyroid Identification via Novel Dual-Modality Fusion Framework of White-Light and Spectral Imaging.

Xuan Wen, Peiliang Lin, Jianming Fan, Jialei Chen, Faya Liang, Yuexin Cai, Xiaoming Huang, Junzhou Chen

Proceedings of the 4th Asia Conference on Algorithms, Computing and Machine Learning, 2025

2024

TA-NET: Empowering Highly Efficient Traffic Anomaly Detection Through Multi-Head Local Self-Attention and Adaptive Hierarchical Feature Reconstruction.

Junzhou Chen, Jiajun Pu, Baiqiao Yin, Ronghui Zhang, Jun Jie Wu

IEEE Trans. Intell. Transp. Syst., September, 2024

A Prior Guided Wavelet-Spatial Dual Attention Transformer Framework for Heavy Rain Image Restoration.

Ronghui Zhang, Jiongze Yu, Junzhou Chen, Guofa Li, Liang Lin, Danwei Wang

IEEE Trans. Multim., 2024

A robust and real-time lane detection method in low-light scenarios to advanced driver assistance systems.

Ronghui Zhang, Jingtao Peng, Wanting Gou, Yuhang Ma, Junzhou Chen, Hongyu Hu, Weihua Li, Guodong Yin, Zhiwu Li

Expert Syst. Appl., 2024

YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion.

Junzhou Chen, Heqiang Huang, Ronghui Zhang, Nengchao Lyu, Yanyong Guo, Hong-Ning Dai, Hong Yan

CoRR, 2024

GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder.

Junzhou Chen, Xuan Wen, Ronghui Zhang, Bingtao Ren, Di Wu, Zhigang Xu, Danwei Wang

CoRR, 2024

DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification.

Junzhou Chen, Zirui Zhang, Jing Yu, Heqiang Huang, Ronghui Zhang, Xuemiao Xu, Bin Sheng, Hong Yan

CoRR, 2024

Rnbformer: A High-Performance Roadside Noise Barriers Recognition Algorithm.

Zirui Zhang, Jiaheng Wu, Heqiang Huang, Junzhou Chen, Hongyu Hu, Ronghui Zhang

Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024

A Hybrid Approach for Efficient Traffic Sign Detection Using Yolov8 And SAM.

Kai Zhang, Junzhou Chen, Ronghui Zhang, Chuan Hu

Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024

2023

Refined Crack Detection via LECSFormer for Autonomous Road Inspection Vehicles.

Junzhou Chen, Nan Zhao, Ronghui Zhang, Long Chen, Kai Huang, Zhijun Tony Qiu

IEEE Trans. Intell. Veh., March, 2023

2022

A real-time and high-precision method for small traffic-signs recognition.

Junzhou Chen, Kunkun Jia, Wenquan Chen, Zhihan Lv, Ronghui Zhang

Neural Comput. Appl., 2022

BA-Net: Bridge Attention for Deep Convolutional Neural Networks.

Yue Zhao, Junzhou Chen, Zirui Zhang, Ronghui Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Face recognition based on adaptive margin and diversity regularization constraints.

Zhemin Zhang, Xun Gong, Junzhou Chen

IET Image Process., 2021

2020

Point clouds learning with attention-based graph convolution networks.

Zhuyang Xie, Junzhou Chen, Bo Peng

Neurocomputing, 2020

Learning Traffic as Images for Incident Detection Using Convolutional Neural Networks.

Xiaozhou Liu, Hengxing Cai, Renxin Zhong, Weili Sun, Junzhou Chen

IEEE Access, 2020

2019

Improving Image Classification Accuracy With ELM and CSIFT.

Qing Li, Qiang Peng, Junzhou Chen, Chuan Yan

Comput. Sci. Eng., 2019

Point Clouds Learning Using Directed Connected Graph.

Zhuyang Xie, Bo Peng, Junzhou Chen

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

2016

Automatic Hookworm Detection in Wireless Capsule Endoscopy Images.

Xiao Wu, Honghan Chen, Tao Gan, Junzhou Chen, Chong-Wah Ngo, Qiang Peng

IEEE Trans. Medical Imaging, 2016

2015

CSIFT based locality-constrained linear coding for image classification.

Junzhou Chen, Qing Li, Qiang Peng, Kin Hong Wong

Pattern Anal. Appl., 2015

2014

Application of Localized Soft-Assignment Coding and CSIFT in Image Classification.

Qing Li, Junzhou Chen, Qiang Peng, Xiao Wu

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

2013

Calibration of an Articulated Camera System with Scale Factor Estimation.

Junzhou Chen, Kin Hong Wong

CoRR, 2013

2009

Controlling Virtual Cameras Based on a Robust Model-Free Pose Acquisition Technique.

Ying Kin Yu, Kin-hong Wong, Siu-Hang Or, Junzhou Chen

IEEE Trans. Multim., 2009

2008

Calibration of multiple camera systems.

Junzhou Chen

PhD thesis, 2008

EKF pose estimation: How many filters and cameras to use?

Mohammad Ehab Ragab, Kin-hong Wong, Junzhou Chen, Michael Ming Yuen Chang

Proceedings of the International Conference on Image Processing, 2008

Calibration of an Articulated Camera System.

Junzhou Chen, Kin Hong Wong

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

EKF Based Pose Estimation using Two Back-to-Back Stereo Pairs.

Mohammad Ehab Ragab, Kin-hong Wong, Junzhou Chen, Michael Ming Yuen Chang

Proceedings of the International Conference on Image Processing, 2007