Lei Fan

Orcid: 0000-0001-9426-7029

Affiliations:
  • Northwestern University, Department of Electrical and Computer Engineering, Evanston, IL, USA
  • Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China (2013 - 2019)


According to our database1, Lei Fan authored at least 23 papers between 2016 and 2025.

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

Timeline

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Bibliography

2025
GPVK-VL: Geometry-Preserving Virtual Keyframes for Visual Localization under Large Viewpoint Changes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024
Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Active Open-Vocabulary Recognition: Let Intelligent Moving Mitigate CLIP Limitations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Avoiding Lingering in Learning Active Recognition by Adversarial Disturbance.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Unsupervised Depth Completion and Denoising for RGB-D Sensors.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
Semasuperpixel: A Multi-Channel Probability-Driven Superpixel Segmentation Method.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

FLAR: A Unified Prototype Framework for Few-sample Lifelong Active Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
A Full Density Stereo Matching System Based on the Combination of CNNs and Slanted-Planes.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Toward the Ghosting Phenomenon in a Stereo-Based Map With a Collaborative RGB-D Repair.
IEEE Trans. Intell. Transp. Syst., 2020

Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Collaborative Three-Dimensional Completion of Color and Depth in a Specified Area With Superpixels.
IEEE Trans. Ind. Electron., 2019

Towards Building the Semantic Map from a Monocular Camera with a Multi-task Network.
CoRR, 2019

Monocular Outdoor Semantic Mapping with a Multi-task Network.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

2018
Planecell: Representing Structural Space with Plane Elements.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

A New Feature Pyramid Network For Road Scene Segmentation.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017
Moving-Object Detection From Consecutive Stereo Pairs Using Slanted Plane Smoothing.
IEEE Trans. Intell. Transp. Syst., 2017

Let the robot tell: Describe car image with natural language via LSTM.
Pattern Recognit. Lett., 2017

Planecell: Representing the 3D Space with Planes.
CoRR, 2017

RGB-T SLAM: A flexible SLAM framework by combining appearance and thermal information.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

2016
A novel and effective moving-objects detection method combined with stereo localization and mapping system.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

3D map repair after moving objects removing.
Proceedings of the 2016 International Conference on Advanced Robotics and Mechatronics, 2016


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