Tag: CNN

All the articles with the tag "CNN".

• Thermal Detection of People with Mobility Restrictions for Barrier Reduction at Traffic Lights Controlled Intersections

  Published: 15 May, 2025 |  at  11:04 AM

  

  96.91 🤔

  This paper introduces a thermal detector-based traffic light system using YOLO-Thermal, a modified YOLOv8 framework, to dynamically adjust signal timings for individuals with mobility restrictions, achieving superior detection accuracy (89.1% APval) and enhancing intersection accessibility while addressing privacy and adverse condition challenges.

• Foundation Models For Seismic Data Processing: An Extensive Review

  Published: 14 May, 2025 |  at  11:07 AM

  

  87.29 🤔

  This paper conducts an extensive review of natural image foundation models for seismic data processing, demonstrating that hierarchical models like Swin and ConvNeXt, especially with self-supervised pre-training, outperform non-hierarchical ones in demultiple, interpolation, and denoising tasks, while highlighting the benefits and limitations of natural image pre-training for seismic applications.