activity
20232026
most citedUniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation

1 citations · 1 across the 11 of their papers we have counts for

collaborators

13 papers

cs.CV2026

GeoPano: Towards Geometrically Accurate 3D Reconstruction from a Single Panorama

Jing OU, Zidong Cao, Liaoyuan Fan +7

Panoramic 3D reconstruction enables the holistic recovery of complete 360 scene geometry, offering significant benefits for robotics and AR/VR applications. However, direc…

cs.CV2026

SAP: Segment Any 4K Panorama

Lutao Jiang, Zidong Cao, Weikai Chen +14

Promptable instance segmentation is widely adopted in embodied and AR systems, yet the performance of foundation models trained on perspective imagery often degrades on 360° panora…

cs.CV2026

EventVGGT: Exploring Cross-Modal Distillation for Consistent Event-based Depth Estimation

Yinrui Ren, Jinjing Zhu, Kanghao Chen +8

Event cameras offer superior sensitivity to high-speed motion and extreme lighting, making event-based monocular depth estimation a promising approach for robust 3D perception in c…

cs.CV2025

Beyond a Single Light: A Large-Scale Aerial Dataset for Urban Scene Reconstruction Under Varying Illumination

Zhuoxiao Li, Wenzong Ma, Taoyu Wu +8

Recent advances in Neural Radiance Fields and 3D Gaussian Splatting have demonstrated strong potential for large-scale UAV-based 3D reconstruction tasks by fitting the appearance o…

cs.CV2025

From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing

Ling Wang, Yunfan Lu, Wenzong Ma +3

Clear imaging under hazy conditions is a critical task. Prior-based and neural methods have improved results. However, they operate on RGB frames, which suffer from limited dynamic…

cs.CV2025

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation

Yunfan Lu, Nico Messikommer, Xiaogang Xu +5

Hybrid event-frame sensors integrate an Event Vision Sensor (EVS) and an Active Pixel Sensor (APS) within a single chip, combining the high dynamic range and low latency of the EVS…

cs.CV2025

DeblurSplat: SfM-free 3D Gaussian Splatting with Event Camera for Robust Deblurring

Pengteng Li, Yunfan Lu, Pinhao Song +4

In this paper, we propose the first Structure-from-Motion (SfM)-free deblurring 3D Gaussian Splatting method via event camera, dubbed DeblurSplat. We address the motion-deblurring…

cs.CV2025

From Events to Enhancement: A Survey on Event-Based Imaging Technologies

Yunfan Lu, Xiaogang Xu, Pengteng Li +4

Event cameras offering high dynamic range and low latency have emerged as disruptive technologies in imaging. Despite growing research on leveraging these benefits for different im…

cs.CV2025

SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events

Yunfan Lu, Xiaogang Xu, Hao Lu +8

Event cameras, with a high dynamic range exceeding , significantly outperform traditional embedded cameras, robustly recording detailed changing information under various li…

cs.CV2025

RGB-Event ISP: The Dataset and Benchmark

Yunfan Lu, Yanlin Qian, Ziyang Rao +3

Event-guided imaging has received significant attention due to its potential to revolutionize instant imaging systems. However, the prior methods primarily focus on enhancing RGB i…

cs.CV2025

EventVL: Understand Event Streams via Multimodal Large Language Model

Pengteng Li, Yunfan Lu, Pinghao Song +3

The event-based Vision-Language Model (VLM) recently has made good progress for practical vision tasks. However, most of these works just utilize CLIP for focusing on traditional p…

cs.CV2024

HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera

Yunfan Lu, Yusheng Wang, Zipeng Wang +3

Continuous space-time video super-resolution (C-STVSR) aims to simultaneously enhance video resolution and frame rate at an arbitrary scale. Recently, implicit neural representatio…

cs.CV2023★ 1 cited

UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation

Yunfan LU, Guoqiang Liang, Yusheng Wang +2

Video frames captured by rolling shutter (RS) cameras during fast camera movement frequently exhibit RS distortion and blur simultaneously. Naturally, recovering high-frame-rate gl…