activity
20242026
most citedScalable Event Cloud Network for Event-based Classification

1 citations · 1 across the 4 of their papers we have counts for

collaborators

10 papers

cs.CV2026

VGER: Voxel-Guided Global Event Ranking for Event Cloud Attribution

Youxin Jiang, Baoheng Fu, Hongwei Ren +1

Event cameras produce sparse and asynchronous event streams that provide rich spatio-temporal information for efficient perception. Recent advances in event-based models have demon…

cs.CV2026

TVTA: Trajectory-Aware Viseme-Guided Temporal Aggregation for Event-Based Lip Reading

Jingrong Zheng, Hongwei Ren, Xiangqian Wu

Event-based lip reading has recently emerged as a promising direction for visual speech recognition, benefiting from the high temporal resolution and motion sensitivity of event ca…

eess.IV2026

A Systematic Survey on Event Camera Representation Learning

Hongwei Ren, Youxin Jiang, Tuopusen Huang +5

Event cameras offer distinctive advantages, including microsecond-level latency and high dynamic range, rendering them promising for challenging perception tasks. Inspired by biolo…

cs.CV20261 cited

Scalable Event Cloud Network for Event-based Classification

Hongwei Ren, Fei Ma, Xiaopeng Lin +9

Event cameras are biologically inspired sensors garnering significant attention from both industry and academia. Mainstream methods favor frame and voxel representations, which rea…

cs.CV2025

ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring

Xiaopeng Lin, Yulong Huang, Hongwei Ren +4

Motion deblurring addresses the challenge of image blur caused by camera or scene movement. Event cameras provide motion information that is encoded in the asynchronous event strea…

cs.CV2025

Exploring Temporal Dynamics in Event-based Eye Tracker

Hongwei Ren, Xiaopeng Lin, Hongxiang Huang +2

Eye-tracking is a vital technology for human-computer interaction, especially in wearable devices such as AR, VR, and XR. The realization of high-speed and high-precision eye-track…