Scientific Insights

Lane detection is a key perception task in autonomous driving. However, traditional lane detection methods based on edge extraction and Hough transform often struggle to balance detection accuracy and real-time performance under complex driving conditions. To address this issue, this study proposes a lightweight lane detection framework based on an improved Canny–Hough algorithm. The proposed met…

The rapid evolution of Artificial Intelligence (AI) and integrated device peripherals is transforming the digital landscape, particularly in information accessibility and human-computer interaction. This study presents a mixed-methods analysis of Google’s conversational AI system, Gemini (formerly Bard), providing a comprehensive evaluation of its functionality, user experience, and architectural…