#event-camera News & Analysis

2 articles tagged with #event-camera. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · Jun 26/10

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DeepIPCv3: Event-Aware Multi-Modal Sensor Fusion for Sudden Pedestrian Crossing Avoidance

DeepIPCv3 is a novel autonomous driving framework that combines LiDAR and Dynamic Vision Sensor (DVS) data using transformer-based cross-modal attention to improve pedestrian collision avoidance. The system addresses critical safety gaps in frame-based perception by leveraging microsecond-level event streams, achieving state-of-the-art performance in sudden crossing scenarios.

AINeutralarXiv – CS AI · May 116/10

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EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction

EmambaIR introduces a novel State Space Model architecture for event-based image reconstruction that achieves superior performance over CNNs and Vision Transformers while maintaining linear computational complexity. The framework combines sparse attention mechanisms with gated state-space modules to process event camera data efficiently across motion deblurring, deraining, and HDR enhancement tasks.