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20242026
most citedEvent Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms

2 citations · 4 across the 14 of their papers we have counts for

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7 papers · 1 filter

cs.CV2025

ESTR-CoT: Towards Explainable and Accurate Event Stream based Scene Text Recognition with Chain-of-Thought Reasoning

Xiao Wang, Jingtao Jiang, Qiang Chen +5

Event stream based scene text recognition is a newly arising research topic in recent years which performs better than the widely used RGB cameras in extremely challenging scenario…

cs.CV2025

Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object Detection

Xiao Wang, Yu Jin, Lan Chen +5

Event-based Vision Sensors (EVS) have demonstrated significant advantages over traditional RGB frame-based cameras in low-light conditions, high-speed motion capture, and low laten…

cs.CV2025

Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach

Shiao Wang, Xiao Wang, Liye Jin +5

Existing tracking algorithms typically rely on low-frame-rate RGB cameras coupled with computationally intensive deep neural network architectures to achieve effective tracking. Ho…

cs.CV2025

Adversarial Attack for RGB-Event based Visual Object Tracking

Qiang Chen, Xiao Wang, Haowen Wang +5

Visual object tracking is a crucial research topic in the fields of computer vision and multi-modal fusion. Among various approaches, robust visual tracking that combines RGB frame…

cs.CV2025

Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset

Shiao Wang, Xiao Wang, Bo Jiang +5

Human Activity Recognition (HAR) primarily relied on traditional RGB cameras to achieve high-performance activity recognition. However, the challenging factors in real-world scenar…

cs.CV2025

EventSTR: A Benchmark Dataset and Baselines for Event Stream based Scene Text Recognition

Xiao Wang, Jingtao Jiang, Dong Li +5

Mainstream Scene Text Recognition (STR) algorithms are developed based on RGB cameras which are sensitive to challenging factors such as low illumination, motion blur, and cluttere…

cs.CV2025

Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark

Shiao Wang, Xiao Wang, Chao Wang +5

We then introduce a novel hierarchical knowledge distillation strategy that incorporates the similarity matrix, feature representation, and response map-based distillation to guide…