Rui Fan

Orcid: 0000-0003-2593-6596

Affiliations:
  • Tongji University, Control Science and Engineering, Shanghai, China
  • University of California San Diego, CA, USA (former)
  • Hong Kong University of Science and Technology, Robotics and Multi-Perception Laboratory
  • University of Bristol, UK (former)


According to our database1, Rui Fan authored at least 100 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Online presence:

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Bibliography

2024
UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image Restoration.
IEEE Trans. Intell. Transp. Syst., October, 2024

UDTIRI: An Online Open-Source Intelligent Road Inspection Benchmark Suite.
IEEE Trans. Intell. Transp. Syst., August, 2024

RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing.
IEEE Trans. Intell. Veh., July, 2024

S$^{3}$M-Net: Joint Learning of Semantic Segmentation and Stereo Matching for Autonomous Driving.
IEEE Trans. Intell. Veh., February, 2024

Rotation-equivariant correspondence matching based on a dual-activation mixer.
Neurocomputing, February, 2024

Visual-Marker-Based Localization for Flat-Variation Scene.
IEEE Trans. Instrum. Meas., 2024

YOLO-Ant: A Lightweight Detector via Depthwise Separable Convolutional and Large Kernel Design for Antenna Interference Source Detection.
IEEE Trans. Instrum. Meas., 2024

Frontiers and challenges in silicon-based single-photon avalanche diodes and key readout circuits.
Microelectron. J., 2024

ODFormer: Semantic fundus image segmentation using Transformer for optic nerve head detection.
Inf. Fusion, 2024

RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion.
CoRR, 2024

TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework.
CoRR, 2024

SCIPaD: Incorporating Spatial Clues into Unsupervised Pose-Depth Joint Learning.
CoRR, 2024

DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation.
CoRR, 2024

OverlapMamba: Novel Shift State Space Model for LiDAR-based Place Recognition.
CoRR, 2024

Online, Target-Free LiDAR-Camera Extrinsic Calibration via Cross-Modal Mask Matching.
CoRR, 2024

Playing to Vision Foundation Model's Strengths in Stereo Matching.
CoRR, 2024

HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion.
CoRR, 2024

LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving.
CoRR, 2024

SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection.
CoRR, 2024

S<sup>3</sup>M-Net: Joint Learning of Semantic Segmentation and Stereo Matching for Autonomous Driving.
CoRR, 2024

Dive Deeper into Rectifying Homography for Stereo Camera Online Self-Calibration.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

SG-RoadSeg: End-to-End Collision-Free Space Detection Sharing Encoder Representations Jointly Learned via Unsupervised Deep Stereo.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Generalized Correspondence Matching via Flexible Hierarchical Refinement and Patch Descriptor Distillation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

MF-MOS: A Motion-Focused Model for Moving Object Segmentation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
One-Vote Veto: Semi-Supervised Learning for Low-Shot Glaucoma Diagnosis.
IEEE Trans. Medical Imaging, December, 2023

E3CM: Epipolar-constrained cascade correspondence matching.
Neurocomputing, November, 2023

Multi-Moving Camera Pedestrian Tracking with a New Dataset and Global Link Model.
CoRR, 2023

Three-Filters-to-Normal+: Revisiting Discontinuity Discrimination in Depth-to-Normal Translation.
CoRR, 2023

Freespace Optical Flow Modeling for Automated Driving.
CoRR, 2023

UDTIRI: An Open-Source Road Pothole Detection Benchmark Suite.
CoRR, 2023

Transparent Objects: A Corner Case in Stereo Matching.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

D2NT: A High-Performing Depth-to-Normal Translator.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Dynamic Fusion Module Evolves Drivable Area and Road Anomaly Detection: A Benchmark and Algorithms.
IEEE Trans. Cybern., 2022

Loop-Box: Multiagent Direct SLAM Triggered by Single Loop Closure for Large-Scale Mapping.
IEEE Trans. Cybern., 2022

Rethinking Road Surface 3-D Reconstruction and Pothole Detection: From Perspective Transformation to Disparity Map Segmentation.
IEEE Trans. Cybern., 2022

Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms.
CoRR, 2022

UnDAF: A General Unsupervised Domain Adaptation Framework for Disparity or Optical Flow Estimation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

SIM2E: Benchmarking the Group Equivariant Capability of Correspondence Matching Algorithms.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Urban Digital Twins for Intelligent Road Inspection.
Proceedings of the IEEE International Conference on Big Data, 2022

SDA-SNE: Spatial Discontinuity-Aware Surface Normal Estimation via Multi-Directional Dynamic Programming.
Proceedings of the International Conference on 3D Vision, 2022

2021
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms.
IEEE Trans. Image Process., 2021

PVStereo: Pyramid Voting Module for End-to-End Self-Supervised Stereo Matching.
IEEE Robotics Autom. Lett., 2021

Three-Filters-to-Normal: An Accurate and Ultrafast Surface Normal Estimator.
IEEE Robotics Autom. Lett., 2021

Agile reactive navigation for a non-holonomic mobile robot using a pixel processor array.
IET Image Process., 2021

Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection.
CoRR, 2021

Robust Edge-Direct Visual Odometry based on CNN edge detection and Shi-Tomasi corner optimization.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

Scale-Adaptive Pothole Detection and Tracking from 3-D Road Point Clouds.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Bone Marrow Cell Recognition: Training Deep Object Detection with A New Loss Function.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Deep Convolutional Neural Networks for Road Crack Detection: Qualitative and Quantitative Comparisons.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Property Similarity Line Segment Detector.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

SNE-RoadSeg+: Rethinking Depth-Normal Translation and Deep Supervision for Freespace Detection.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

S2P2: Self-Supervised Goal-Directed Path Planning Using RGB-D Data for Robotic Wheelchairs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Co-Teaching: an Ark to Unsupervised Stereo Matching.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

SCV-Stereo: Learning Stereo Matching From a Sparse Cost Volume.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Autonomous Vehicle Vision 2021: ICCV Workshop Summary.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Long-Awaited Next-Generation Road Damage Detection and Localization System is Finally Here.
Proceedings of the 29th European Signal Processing Conference, 2021

End-to-End Interactive Prediction and Planning With Optical Flow Distillation for Autonomous Driving.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Road Damage Detection Based on Unsupervised Disparity Map Segmentation.
IEEE Trans. Intell. Transp. Syst., 2020

Corrections to "Pothole Detection Based on Disparity Transformation and Road Surface Modeling".
IEEE Trans. Image Process., 2020

Pothole Detection Based on Disparity Transformation and Road Surface Modeling.
IEEE Trans. Image Process., 2020

MFuseNet: Robust Depth Estimation With Learned Multiscopic Fusion.
IEEE Robotics Autom. Lett., 2020

Rethinking Road Surface 3D Reconstruction and Pothole Detection: From Perspective Transformation to Disparity Map Segmentation.
CoRR, 2020

Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation.
CoRR, 2020

One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma.
CoRR, 2020

Computer Stereo Vision for Autonomous Driving.
CoRR, 2020

Loop-box: Multi-Agent Direct SLAM Triggered by Single Loop Closure for Large-Scale Mapping.
CoRR, 2020

Active Perception with A Monocular Camera for Multiscopic Vision.
CoRR, 2020

Semantic Segmentation of Retinal Vessels Using SegNet.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Implementation of Stereo Rig Roll Angle Estimation on a TMS320C6678 DSP.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

ATG-PVD: Ticketing Parking Violations on a Drone.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

We Learn Better Road Pothole Detection: From Attention Aggregation to Adversarial Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
Key Ingredients of Self-Driving Cars.
CoRR, 2019

Road Curb Detection Using A Novel Tensor Voting Algorithm.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Robust Lane Marking Detection Algorithm Using Drivable Area Segmentation and Extended SLT.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

A Novel Dual-Lidar Calibration Algorithm Using Planar Surfaces.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Real-Time, Environmentally-Robust 3D LiDAR Localization.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Low-Cost GPS-Aided LiDAR State Estimation and Map Building.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Automatic Calibration of Dual-LiDARs Using Two Poles Stickered with Retro-Reflective Tape.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Autonomous UAV Landing System Based on Visual Navigation.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

A Robust Pavement Mapping System Based on Normal-Constrained Stereo Visual Odometry.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

PT-ResNet: Perspective Transformation-Based Residual Network for Semantic Road Image Segmentation.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Automatic Calibration of Multiple 3D LiDARs in Urban Environments.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Real-Time Binocular Vision Implementation on an SoC TMS320C6678 DSP.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

Using DP Towards A Shortest Path Problem-Related Application.
Proceedings of the International Conference on Robotics and Automation, 2019

A Robust Roll Angle Estimation Algorithm Based on Gradient Descent.
Proceedings of the 27th European Signal Processing Conference, 2019

Real-Time Dense Stereo Embedded in a UAV for Road Inspection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Road Surface 3D Reconstruction Based on Dense Subpixel Disparity Map Estimation.
IEEE Trans. Image Process., 2018

A novel disparity transformation algorithm for road segmentation.
Inf. Process. Lett., 2018

Real-time stereo vision-based lane detection system.
CoRR, 2018

Real-Time Subpixel Fast Bilateral Stereo.
CoRR, 2018

Mobile Robot Localisation and Navigation Using LEGO NXT and Ultrasonic Sensor.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

Iterative roll angle estimation from dense disparity map.
Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Multiple Lane Detection Algorithm Based on Optimised Dense Disparity Map Estimation.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Real-Time Stereo Vision for Road Surface 3-D Reconstruction.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Real-Time Subpixel Fast Bilateral Stereo.
Proceedings of the IEEE International Conference on Information and Automation, 2018

2017
Multiple Lane Detection Algorithm Based on Novel Dense Vanishing Point Estimation.
IEEE Trans. Intell. Transp. Syst., 2017


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